---
library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- transformers
- sentence-embedding
- mteb
model-index:
- name: bilingual-embedding-small
  results:
  - task:
      type: Clustering
    dataset:
      type: lyon-nlp/alloprof
      name: MTEB AlloProfClusteringP2P
      config: default
      split: test
      revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
    metrics:
    - type: v_measure
      value: 63.19030822769444
    - type: v_measures
      value: [0.5938891912573394, 0.6171518411959, 0.6042518292029612, 0.6626602879382325, 0.6471224639325329]
  - task:
      type: Clustering
    dataset:
      type: lyon-nlp/alloprof
      name: MTEB AlloProfClusteringS2S
      config: default
      split: test
      revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
    metrics:
    - type: v_measure
      value: 41.32807908087869
    - type: v_measures
      value: [0.3351458197856525, 0.48472823318531566, 0.4631757871803168, 0.43580166532679027, 0.4219041689415661]
  - task:
      type: Reranking
    dataset:
      type: lyon-nlp/mteb-fr-reranking-alloprof-s2p
      name: MTEB AlloprofReranking
      config: default
      split: test
      revision: 65393d0d7a08a10b4e348135e824f385d420b0fd
    metrics:
    - type: map
      value: 68.43888603876276
    - type: mrr
      value: 69.59097513501659
    - type: nAUC_map_diff1
      value: 47.92767021121887
    - type: nAUC_map_max
      value: 10.206900586093957
    - type: nAUC_mrr_diff1
      value: 47.823670000503014
    - type: nAUC_mrr_max
      value: 10.266197221615979
  - task:
      type: Retrieval
    dataset:
      type: lyon-nlp/alloprof
      name: MTEB AlloprofRetrieval
      config: default
      split: test
      revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd
    metrics:
    - type: map_at_1
      value: 23.23
    - type: map_at_10
      value: 33.513999999999996
    - type: map_at_100
      value: 34.554
    - type: map_at_1000
      value: 34.621
    - type: map_at_20
      value: 34.129
    - type: map_at_3
      value: 30.526999999999997
    - type: map_at_5
      value: 32.107
    - type: mrr_at_1
      value: 23.229706390328154
    - type: mrr_at_10
      value: 33.51421786331119
    - type: mrr_at_100
      value: 34.55441665729269
    - type: mrr_at_1000
      value: 34.62084787184653
    - type: mrr_at_20
      value: 34.12901601558586
    - type: mrr_at_3
      value: 30.52677029360969
    - type: mrr_at_5
      value: 32.107081174438754
    - type: nauc_map_at_1000_diff1
      value: 31.371888101756962
    - type: nauc_map_at_1000_max
      value: 28.482571238049648
    - type: nauc_map_at_100_diff1
      value: 31.36352656865708
    - type: nauc_map_at_100_max
      value: 28.51143558254042
    - type: nauc_map_at_10_diff1
      value: 31.26317124194119
    - type: nauc_map_at_10_max
      value: 28.356439091020903
    - type: nauc_map_at_1_diff1
      value: 36.87861012283668
    - type: nauc_map_at_1_max
      value: 25.592704128025584
    - type: nauc_map_at_20_diff1
      value: 31.27934733015461
    - type: nauc_map_at_20_max
      value: 28.471156752297954
    - type: nauc_map_at_3_diff1
      value: 31.613137860497627
    - type: nauc_map_at_3_max
      value: 27.518268339115743
    - type: nauc_map_at_5_diff1
      value: 31.356295694985565
    - type: nauc_map_at_5_max
      value: 27.79553638754489
    - type: nauc_mrr_at_1000_diff1
      value: 31.371889078421372
    - type: nauc_mrr_at_1000_max
      value: 28.482578347594856
    - type: nauc_mrr_at_100_diff1
      value: 31.36352656865708
    - type: nauc_mrr_at_100_max
      value: 28.51143558254042
    - type: nauc_mrr_at_10_diff1
      value: 31.26317124194119
    - type: nauc_mrr_at_10_max
      value: 28.356439091020903
    - type: nauc_mrr_at_1_diff1
      value: 36.87861012283668
    - type: nauc_mrr_at_1_max
      value: 25.592704128025584
    - type: nauc_mrr_at_20_diff1
      value: 31.27934733015461
    - type: nauc_mrr_at_20_max
      value: 28.471156752297954
    - type: nauc_mrr_at_3_diff1
      value: 31.613137860497627
    - type: nauc_mrr_at_3_max
      value: 27.518268339115743
    - type: nauc_mrr_at_5_diff1
      value: 31.356295694985565
    - type: nauc_mrr_at_5_max
      value: 27.79553638754489
    - type: nauc_ndcg_at_1000_diff1
      value: 30.418606855093337
    - type: nauc_ndcg_at_1000_max
      value: 29.993105440430234
    - type: nauc_ndcg_at_100_diff1
      value: 30.131330243160843
    - type: nauc_ndcg_at_100_max
      value: 30.820165762770422
    - type: nauc_ndcg_at_10_diff1
      value: 29.510008265344545
    - type: nauc_ndcg_at_10_max
      value: 29.94961535617982
    - type: nauc_ndcg_at_1_diff1
      value: 36.87861012283668
    - type: nauc_ndcg_at_1_max
      value: 25.592704128025584
    - type: nauc_ndcg_at_20_diff1
      value: 29.52438230390851
    - type: nauc_ndcg_at_20_max
      value: 30.504655157655904
    - type: nauc_ndcg_at_3_diff1
      value: 30.18136510240507
    - type: nauc_ndcg_at_3_max
      value: 28.099090120422275
    - type: nauc_ndcg_at_5_diff1
      value: 29.762075942245303
    - type: nauc_ndcg_at_5_max
      value: 28.61500294452224
    - type: nauc_precision_at_1000_diff1
      value: 27.306371732512996
    - type: nauc_precision_at_1000_max
      value: 65.78374115284707
    - type: nauc_precision_at_100_diff1
      value: 25.3948170473858
    - type: nauc_precision_at_100_max
      value: 47.29752571335181
    - type: nauc_precision_at_10_diff1
      value: 24.310996780059035
    - type: nauc_precision_at_10_max
      value: 35.20411354359985
    - type: nauc_precision_at_1_diff1
      value: 36.87861012283668
    - type: nauc_precision_at_1_max
      value: 25.592704128025584
    - type: nauc_precision_at_20_diff1
      value: 23.583394574577937
    - type: nauc_precision_at_20_max
      value: 38.697643796192324
    - type: nauc_precision_at_3_diff1
      value: 26.407752776386506
    - type: nauc_precision_at_3_max
      value: 29.64769320764332
    - type: nauc_precision_at_5_diff1
      value: 25.45743969076595
    - type: nauc_precision_at_5_max
      value: 30.919847931025647
    - type: nauc_recall_at_1000_diff1
      value: 27.306371732511476
    - type: nauc_recall_at_1000_max
      value: 65.7837411528459
    - type: nauc_recall_at_100_diff1
      value: 25.39481704738587
    - type: nauc_recall_at_100_max
      value: 47.29752571335173
    - type: nauc_recall_at_10_diff1
      value: 24.310996780059064
    - type: nauc_recall_at_10_max
      value: 35.20411354359981
    - type: nauc_recall_at_1_diff1
      value: 36.87861012283668
    - type: nauc_recall_at_1_max
      value: 25.592704128025584
    - type: nauc_recall_at_20_diff1
      value: 23.583394574578005
    - type: nauc_recall_at_20_max
      value: 38.69764379619235
    - type: nauc_recall_at_3_diff1
      value: 26.407752776386513
    - type: nauc_recall_at_3_max
      value: 29.647693207643332
    - type: nauc_recall_at_5_diff1
      value: 25.457439690765938
    - type: nauc_recall_at_5_max
      value: 30.91984793102568
    - type: ndcg_at_1
      value: 23.23
    - type: ndcg_at_10
      value: 39.215
    - type: ndcg_at_100
      value: 44.566
    - type: ndcg_at_1000
      value: 46.409
    - type: ndcg_at_20
      value: 41.467
    - type: ndcg_at_3
      value: 32.993
    - type: ndcg_at_5
      value: 35.839
    - type: precision_at_1
      value: 23.23
    - type: precision_at_10
      value: 5.743
    - type: precision_at_100
      value: 0.831
    - type: precision_at_1000
      value: 0.098
    - type: precision_at_20
      value: 3.318
    - type: precision_at_3
      value: 13.385
    - type: precision_at_5
      value: 9.413
    - type: recall_at_1
      value: 23.23
    - type: recall_at_10
      value: 57.42699999999999
    - type: recall_at_100
      value: 83.11699999999999
    - type: recall_at_1000
      value: 97.75500000000001
    - type: recall_at_20
      value: 66.364
    - type: recall_at_3
      value: 40.155
    - type: recall_at_5
      value: 47.064
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_reviews_multi
      name: MTEB AmazonReviewsClassification (fr)
      config: fr
      split: test
      revision: 1399c76144fd37290681b995c656ef9b2e06e26d
    metrics:
    - type: accuracy
      value: 37.102000000000004
    - type: f1
      value: 36.48213245522153
    - type: f1_weighted
      value: 36.48213245522153
  - task:
      type: Retrieval
    dataset:
      type: maastrichtlawtech/bsard
      name: MTEB BSARDRetrieval
      config: default
      split: test
      revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59
    metrics:
    - type: map_at_1
      value: 5.405
    - type: map_at_10
      value: 8.372
    - type: map_at_100
      value: 9.522
    - type: map_at_1000
      value: 9.645
    - type: map_at_20
      value: 8.987
    - type: map_at_3
      value: 7.132
    - type: map_at_5
      value: 7.763000000000001
    - type: mrr_at_1
      value: 5.405405405405405
    - type: mrr_at_10
      value: 8.37247962247962
    - type: mrr_at_100
      value: 9.522369675165548
    - type: mrr_at_1000
      value: 9.644865518194182
    - type: mrr_at_20
      value: 8.987200953145225
    - type: mrr_at_3
      value: 7.132132132132132
    - type: mrr_at_5
      value: 7.762762762762764
    - type: nauc_map_at_1000_diff1
      value: 12.103894408912778
    - type: nauc_map_at_1000_max
      value: 26.77460445002228
    - type: nauc_map_at_100_diff1
      value: 12.199535893254412
    - type: nauc_map_at_100_max
      value: 26.791136142909995
    - type: nauc_map_at_10_diff1
      value: 11.762615047468374
    - type: nauc_map_at_10_max
      value: 26.54661601271767
    - type: nauc_map_at_1_diff1
      value: 19.75768475065795
    - type: nauc_map_at_1_max
      value: 36.45294032166726
    - type: nauc_map_at_20_diff1
      value: 12.627299133728561
    - type: nauc_map_at_20_max
      value: 26.431834723382625
    - type: nauc_map_at_3_diff1
      value: 11.406093688135979
    - type: nauc_map_at_3_max
      value: 26.206852419799336
    - type: nauc_map_at_5_diff1
      value: 10.933715346866054
    - type: nauc_map_at_5_max
      value: 25.15168912848224
    - type: nauc_mrr_at_1000_diff1
      value: 12.103894408912778
    - type: nauc_mrr_at_1000_max
      value: 26.77460445002228
    - type: nauc_mrr_at_100_diff1
      value: 12.199535893254412
    - type: nauc_mrr_at_100_max
      value: 26.791136142909995
    - type: nauc_mrr_at_10_diff1
      value: 11.762615047468374
    - type: nauc_mrr_at_10_max
      value: 26.54661601271767
    - type: nauc_mrr_at_1_diff1
      value: 19.75768475065795
    - type: nauc_mrr_at_1_max
      value: 36.45294032166726
    - type: nauc_mrr_at_20_diff1
      value: 12.627299133728561
    - type: nauc_mrr_at_20_max
      value: 26.431834723382625
    - type: nauc_mrr_at_3_diff1
      value: 11.406093688135979
    - type: nauc_mrr_at_3_max
      value: 26.206852419799336
    - type: nauc_mrr_at_5_diff1
      value: 10.933715346866054
    - type: nauc_mrr_at_5_max
      value: 25.15168912848224
    - type: nauc_ndcg_at_1000_diff1
      value: 8.119711442397051
    - type: nauc_ndcg_at_1000_max
      value: 25.821500954959493
    - type: nauc_ndcg_at_100_diff1
      value: 10.610584456957277
    - type: nauc_ndcg_at_100_max
      value: 27.81373505272856
    - type: nauc_ndcg_at_10_diff1
      value: 10.667531959142947
    - type: nauc_ndcg_at_10_max
      value: 25.428088817882212
    - type: nauc_ndcg_at_1_diff1
      value: 19.75768475065795
    - type: nauc_ndcg_at_1_max
      value: 36.45294032166726
    - type: nauc_ndcg_at_20_diff1
      value: 13.52659589943601
    - type: nauc_ndcg_at_20_max
      value: 25.543352357923972
    - type: nauc_ndcg_at_3_diff1
      value: 9.220701633954755
    - type: nauc_ndcg_at_3_max
      value: 23.41404735216586
    - type: nauc_ndcg_at_5_diff1
      value: 8.904201880131358
    - type: nauc_ndcg_at_5_max
      value: 22.27268813727672
    - type: nauc_precision_at_1000_diff1
      value: -13.379595578660972
    - type: nauc_precision_at_1000_max
      value: 19.07407039098987
    - type: nauc_precision_at_100_diff1
      value: 7.161231404563548
    - type: nauc_precision_at_100_max
      value: 32.1446712851372
    - type: nauc_precision_at_10_diff1
      value: 9.32876742632238
    - type: nauc_precision_at_10_max
      value: 24.401763374615022
    - type: nauc_precision_at_1_diff1
      value: 19.75768475065795
    - type: nauc_precision_at_1_max
      value: 36.45294032166726
    - type: nauc_precision_at_20_diff1
      value: 16.344981963229685
    - type: nauc_precision_at_20_max
      value: 25.273014482618493
    - type: nauc_precision_at_3_diff1
      value: 4.604729400599949
    - type: nauc_precision_at_3_max
      value: 17.491915784171987
    - type: nauc_precision_at_5_diff1
      value: 5.152774776096578
    - type: nauc_precision_at_5_max
      value: 16.848544787508555
    - type: nauc_recall_at_1000_diff1
      value: -13.379595578660883
    - type: nauc_recall_at_1000_max
      value: 19.07407039098995
    - type: nauc_recall_at_100_diff1
      value: 7.161231404563502
    - type: nauc_recall_at_100_max
      value: 32.144671285137136
    - type: nauc_recall_at_10_diff1
      value: 9.328767426322395
    - type: nauc_recall_at_10_max
      value: 24.40176337461501
    - type: nauc_recall_at_1_diff1
      value: 19.75768475065795
    - type: nauc_recall_at_1_max
      value: 36.45294032166726
    - type: nauc_recall_at_20_diff1
      value: 16.34498196322963
    - type: nauc_recall_at_20_max
      value: 25.27301448261847
    - type: nauc_recall_at_3_diff1
      value: 4.604729400599932
    - type: nauc_recall_at_3_max
      value: 17.49191578417196
    - type: nauc_recall_at_5_diff1
      value: 5.152774776096596
    - type: nauc_recall_at_5_max
      value: 16.848544787508573
    - type: ndcg_at_1
      value: 5.405
    - type: ndcg_at_10
      value: 10.51
    - type: ndcg_at_100
      value: 17.012
    - type: ndcg_at_1000
      value: 20.686
    - type: ndcg_at_20
      value: 12.849
    - type: ndcg_at_3
      value: 7.835
    - type: ndcg_at_5
      value: 8.959
    - type: precision_at_1
      value: 5.405
    - type: precision_at_10
      value: 1.757
    - type: precision_at_100
      value: 0.5
    - type: precision_at_1000
      value: 0.08
    - type: precision_at_20
      value: 1.351
    - type: precision_at_3
      value: 3.3029999999999995
    - type: precision_at_5
      value: 2.5229999999999997
    - type: recall_at_1
      value: 5.405
    - type: recall_at_10
      value: 17.568
    - type: recall_at_100
      value: 50.0
    - type: recall_at_1000
      value: 79.73
    - type: recall_at_20
      value: 27.027
    - type: recall_at_3
      value: 9.91
    - type: recall_at_5
      value: 12.613
  - task:
      type: Clustering
    dataset:
      type: lyon-nlp/clustering-hal-s2s
      name: MTEB HALClusteringS2S
      config: default
      split: test
      revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915
    metrics:
    - type: v_measure
      value: 23.773322308353517
    - type: v_measures
      value: [0.28321300949906897, 0.26004472642751963, 0.25956951558284086, 0.24123195304666292, 0.22207486085944725]
  - task:
      type: Clustering
    dataset:
      type: reciTAL/mlsum
      name: MTEB MLSUMClusteringP2P
      config: default
      split: test
      revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
    metrics:
    - type: v_measure
      value: 44.10635133884183
    - type: v_measures
      value: [0.4352021194557699, 0.4616076200837005, 0.4407517544208635, 0.4387026615402928, 0.40575306284000634]
  - task:
      type: Clustering
    dataset:
      type: reciTAL/mlsum
      name: MTEB MLSUMClusteringS2S
      config: default
      split: test
      revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7
    metrics:
    - type: v_measure
      value: 43.6574557237274
    - type: v_measures
      value: [0.431013360873005, 0.45456972088535785, 0.4474907746228345, 0.4318507494303067, 0.3857692351737129]
  - task:
      type: Classification
    dataset:
      type: mteb/mtop_domain
      name: MTEB MTOPDomainClassification (fr)
      config: fr
      split: test
      revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
    metrics:
    - type: accuracy
      value: 86.08518634512997
    - type: f1
      value: 86.01437763316983
    - type: f1_weighted
      value: 86.03483392539235
  - task:
      type: Classification
    dataset:
      type: mteb/mtop_intent
      name: MTEB MTOPIntentClassification (fr)
      config: fr
      split: test
      revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
    metrics:
    - type: accuracy
      value: 61.23081741309113
    - type: f1
      value: 44.76981337966934
    - type: f1_weighted
      value: 64.86577219367403
  - task:
      type: Classification
    dataset:
      type: mteb/masakhanews
      name: MTEB MasakhaNEWSClassification (fra)
      config: fra
      split: test
      revision: 18193f187b92da67168c655c9973a165ed9593dd
    metrics:
    - type: accuracy
      value: 78.34123222748815
    - type: f1
      value: 74.19808376161188
    - type: f1_weighted
      value: 78.465165305135
  - task:
      type: Clustering
    dataset:
      type: masakhane/masakhanews
      name: MTEB MasakhaNEWSClusteringP2P (fra)
      config: fra
      split: test
      revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
    metrics:
    - type: v_measure
      value: 58.6260598345145
    - type: v_measures
      value: [1.0, 0.052551289167589395, 0.4126124221990744, 0.690570263898874, 0.7755690164601873]
  - task:
      type: Clustering
    dataset:
      type: masakhane/masakhanews
      name: MTEB MasakhaNEWSClusteringS2S (fra)
      config: fra
      split: test
      revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60
    metrics:
    - type: v_measure
      value: 53.47058992788083
    - type: v_measures
      value: [1.0, 0.06287268264858063, 0.6712730568122484, 0.2169401386066275, 0.7224436183265853]
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_massive_intent
      name: MTEB MassiveIntentClassification (fr)
      config: fr
      split: test
      revision: 4672e20407010da34463acc759c162ca9734bca6
    metrics:
    - type: accuracy
      value: 65.48755884330868
    - type: f1
      value: 63.42516904610099
    - type: f1_weighted
      value: 65.62227422445625
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_massive_scenario
      name: MTEB MassiveScenarioClassification (fr)
      config: fr
      split: test
      revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
    metrics:
    - type: accuracy
      value: 69.27370544720914
    - type: f1
      value: 68.92639289886843
    - type: f1_weighted
      value: 69.39025426049528
  - task:
      type: Retrieval
    dataset:
      type: jinaai/mintakaqa
      name: MTEB MintakaRetrieval (fr)
      config: fr
      split: test
      revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e
    metrics:
    - type: map_at_1
      value: 13.718
    - type: map_at_10
      value: 21.404
    - type: map_at_100
      value: 22.371
    - type: map_at_1000
      value: 22.493
    - type: map_at_20
      value: 21.972
    - type: map_at_3
      value: 19.192
    - type: map_at_5
      value: 20.366999999999997
    - type: mrr_at_1
      value: 13.718263718263717
    - type: mrr_at_10
      value: 21.40396890396889
    - type: mrr_at_100
      value: 22.370673563176524
    - type: mrr_at_1000
      value: 22.49316476646458
    - type: mrr_at_20
      value: 21.971667600361627
    - type: mrr_at_3
      value: 19.191919191919162
    - type: mrr_at_5
      value: 20.36718536718532
    - type: nauc_map_at_1000_diff1
      value: 18.66186772676608
    - type: nauc_map_at_1000_max
      value: 32.45794220535016
    - type: nauc_map_at_100_diff1
      value: 18.620993318615394
    - type: nauc_map_at_100_max
      value: 32.44820369787587
    - type: nauc_map_at_10_diff1
      value: 18.884049513804037
    - type: nauc_map_at_10_max
      value: 32.77552431144882
    - type: nauc_map_at_1_diff1
      value: 25.49080673895181
    - type: nauc_map_at_1_max
      value: 29.25311987317655
    - type: nauc_map_at_20_diff1
      value: 18.704330878419075
    - type: nauc_map_at_20_max
      value: 32.55837988078994
    - type: nauc_map_at_3_diff1
      value: 20.095857563209314
    - type: nauc_map_at_3_max
      value: 32.93191322461617
    - type: nauc_map_at_5_diff1
      value: 19.281813313113396
    - type: nauc_map_at_5_max
      value: 32.786844756856475
    - type: nauc_mrr_at_1000_diff1
      value: 18.66186763232669
    - type: nauc_mrr_at_1000_max
      value: 32.45794216874754
    - type: nauc_mrr_at_100_diff1
      value: 18.620993318615394
    - type: nauc_mrr_at_100_max
      value: 32.44820369787587
    - type: nauc_mrr_at_10_diff1
      value: 18.884049513804037
    - type: nauc_mrr_at_10_max
      value: 32.77552431144882
    - type: nauc_mrr_at_1_diff1
      value: 25.49080673895181
    - type: nauc_mrr_at_1_max
      value: 29.25311987317655
    - type: nauc_mrr_at_20_diff1
      value: 18.704330878419075
    - type: nauc_mrr_at_20_max
      value: 32.55837988078994
    - type: nauc_mrr_at_3_diff1
      value: 20.095857563209314
    - type: nauc_mrr_at_3_max
      value: 32.93191322461617
    - type: nauc_mrr_at_5_diff1
      value: 19.281813313113396
    - type: nauc_mrr_at_5_max
      value: 32.786844756856475
    - type: nauc_ndcg_at_1000_diff1
      value: 16.291266125191186
    - type: nauc_ndcg_at_1000_max
      value: 32.03483412880716
    - type: nauc_ndcg_at_100_diff1
      value: 15.08155959648069
    - type: nauc_ndcg_at_100_max
      value: 31.74628993952365
    - type: nauc_ndcg_at_10_diff1
      value: 16.457288503185854
    - type: nauc_ndcg_at_10_max
      value: 33.34322548472455
    - type: nauc_ndcg_at_1_diff1
      value: 25.49080673895181
    - type: nauc_ndcg_at_1_max
      value: 29.25311987317655
    - type: nauc_ndcg_at_20_diff1
      value: 15.847885101378232
    - type: nauc_ndcg_at_20_max
      value: 32.63179959589915
    - type: nauc_ndcg_at_3_diff1
      value: 18.77312834653236
    - type: nauc_ndcg_at_3_max
      value: 33.76341797807492
    - type: nauc_ndcg_at_5_diff1
      value: 17.46839695168085
    - type: nauc_ndcg_at_5_max
      value: 33.52006824258854
    - type: nauc_precision_at_1000_diff1
      value: -1.1586826170737583
    - type: nauc_precision_at_1000_max
      value: 19.93551888234813
    - type: nauc_precision_at_100_diff1
      value: 3.0380716626456072
    - type: nauc_precision_at_100_max
      value: 27.2930149786862
    - type: nauc_precision_at_10_diff1
      value: 10.566658459623403
    - type: nauc_precision_at_10_max
      value: 34.3880626271458
    - type: nauc_precision_at_1_diff1
      value: 25.49080673895181
    - type: nauc_precision_at_1_max
      value: 29.25311987317655
    - type: nauc_precision_at_20_diff1
      value: 8.479138077976014
    - type: nauc_precision_at_20_max
      value: 32.113399922346744
    - type: nauc_precision_at_3_diff1
      value: 15.622074491261472
    - type: nauc_precision_at_3_max
      value: 35.7250108281599
    - type: nauc_precision_at_5_diff1
      value: 13.229128818765382
    - type: nauc_precision_at_5_max
      value: 35.14850024280549
    - type: nauc_recall_at_1000_diff1
      value: -1.1586826170740634
    - type: nauc_recall_at_1000_max
      value: 19.93551888234777
    - type: nauc_recall_at_100_diff1
      value: 3.038071662645654
    - type: nauc_recall_at_100_max
      value: 27.293014978686276
    - type: nauc_recall_at_10_diff1
      value: 10.56665845962341
    - type: nauc_recall_at_10_max
      value: 34.38806262714581
    - type: nauc_recall_at_1_diff1
      value: 25.49080673895181
    - type: nauc_recall_at_1_max
      value: 29.25311987317655
    - type: nauc_recall_at_20_diff1
      value: 8.47913807797598
    - type: nauc_recall_at_20_max
      value: 32.113399922346744
    - type: nauc_recall_at_3_diff1
      value: 15.622074491261479
    - type: nauc_recall_at_3_max
      value: 35.725010828159924
    - type: nauc_recall_at_5_diff1
      value: 13.229128818765403
    - type: nauc_recall_at_5_max
      value: 35.14850024280548
    - type: ndcg_at_1
      value: 13.718
    - type: ndcg_at_10
      value: 25.576
    - type: ndcg_at_100
      value: 30.537999999999997
    - type: ndcg_at_1000
      value: 34.364
    - type: ndcg_at_20
      value: 27.619
    - type: ndcg_at_3
      value: 20.924
    - type: ndcg_at_5
      value: 23.046
    - type: precision_at_1
      value: 13.718
    - type: precision_at_10
      value: 3.894
    - type: precision_at_100
      value: 0.628
    - type: precision_at_1000
      value: 0.094
    - type: precision_at_20
      value: 2.348
    - type: precision_at_3
      value: 8.64
    - type: precision_at_5
      value: 6.216
    - type: recall_at_1
      value: 13.718
    - type: recall_at_10
      value: 38.943
    - type: recall_at_100
      value: 62.775999999999996
    - type: recall_at_1000
      value: 94.10300000000001
    - type: recall_at_20
      value: 46.97
    - type: recall_at_3
      value: 25.921
    - type: recall_at_5
      value: 31.080999999999996
  - task:
      type: PairClassification
    dataset:
      type: GEM/opusparcus
      name: MTEB OpusparcusPC (fr)
      config: fr
      split: test
      revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a
    metrics:
      - type: cos_sim_accuracy
        value: 81.81198910081744
      - type: cos_sim_ap
        value: 92.92034333454589
      - type: cos_sim_f1
        value: 87.20651653090561
      - type: cos_sim_precision
        value: 84.25925925925926
      - type: cos_sim_recall
        value: 90.36742800397219
      - type: dot_accuracy
        value: 81.06267029992752
      - type: dot_ap
        value: 92.19923182286357
      - type: dot_f1
        value: 87.23307587460246
      - type: dot_precision
        value: 80.40200995025126
      - type: dot_recall
        value: 95.33267130089378
      - type: euclidean_accuracy
        value: 81.06267029992752
      - type: euclidean_ap
        value: 92.58456772515232
      - type: euclidean_f1
        value: 86.94835680751173
      - type: euclidean_precision
        value: 82.45770258236865
      - type: euclidean_recall
        value: 91.95630585898709
      - type: manhattan_accuracy
        value: 80.92643051771117
      - type: manhattan_ap
        value: 92.47972548332238
      - type: manhattan_f1
        value: 86.88372093023257
      - type: manhattan_precision
        value: 81.71478565179353
      - type: manhattan_recall
        value: 92.75074478649454
      - type: max_accuracy
        value: 81.81198910081744
      - type: max_ap
        value: 92.92034333454589
      - type: max_f1
        value: 87.23307587460246
  - task:
      type: PairClassification
    dataset:
      type: google-research-datasets/paws-x
      name: MTEB PawsX (fr)
      config: fr
      split: test
      revision: 8a04d940a42cd40658986fdd8e3da561533a3646
    metrics:
    - type: cos_sim_accuracy
      value: 60.550000000000004
    - type: cos_sim_ap
      value: 58.1865824487652
    - type: cos_sim_f1
      value: 62.491349480968864
    - type: cos_sim_precision
      value: 45.44539506794162
    - type: cos_sim_recall
      value: 100.0
    - type: dot_accuracy
      value: 56.49999999999999
    - type: dot_ap
      value: 49.511525626044474
    - type: dot_f1
      value: 62.76595744680852
    - type: dot_precision
      value: 46.165884194053206
    - type: dot_recall
      value: 98.00664451827242
    - type: euclidean_accuracy
      value: 60.199999999999996
    - type: euclidean_ap
      value: 58.003058708335246
    - type: euclidean_f1
      value: 62.491349480968864
    - type: euclidean_precision
      value: 45.44539506794162
    - type: euclidean_recall
      value: 100.0
    - type: manhattan_accuracy
      value: 60.199999999999996
    - type: manhattan_ap
      value: 58.02420001567834
    - type: manhattan_f1
      value: 62.491349480968864
    - type: manhattan_precision
      value: 45.44539506794162
    - type: manhattan_recall
      value: 100.0
    - type: max_accuracy
      value: 60.550000000000004
    - type: max_ap
      value: 58.1865824487652
    - type: max_f1
      value: 62.76595744680852
  - task:
      type: STS
    dataset:
      type: Lajavaness/SICK-fr
      name: MTEB SICKFr
      config: default
      split: test
      revision: e077ab4cf4774a1e36d86d593b150422fafd8e8a
    metrics:
    - type: cos_sim_pearson
      value: 81.35988610550564
    - type: cos_sim_spearman
      value: 74.30702501405389
    - type: euclidean_pearson
      value: 77.98265846914386
    - type: euclidean_spearman
      value: 74.28309779423242
    - type: manhattan_pearson
      value: 77.91611618952486
    - type: manhattan_spearman
      value: 74.09543847416339
  - task:
      type: STS
    dataset:
      type: mteb/sts22-crosslingual-sts
      name: MTEB STS22 (fr)
      config: fr
      split: test
      revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
    metrics:
    - type: cos_sim_pearson
      value: 82.87930229178569
    - type: cos_sim_spearman
      value: 82.91122500126046
    - type: euclidean_pearson
      value: 82.30161381658885
    - type: euclidean_spearman
      value: 82.80157531184477
    - type: manhattan_pearson
      value: 82.59746592491155
    - type: manhattan_spearman
      value: 82.91620907805208
  - task:
      type: STS
    dataset:
      type: mteb/stsb_multi_mt
      name: MTEB STSBenchmarkMultilingualSTS (fr)
      config: fr
      split: test
      revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c
    metrics:
    - type: cos_sim_pearson
      value: 83.44206580073515
    - type: cos_sim_spearman
      value: 83.29855460437528
    - type: euclidean_pearson
      value: 82.28885833656986
    - type: euclidean_spearman
      value: 83.17545506016941
    - type: manhattan_pearson
      value: 82.16568250036501
    - type: manhattan_spearman
      value: 83.0743139221437
  - task:
      type: Summarization
    dataset:
      type: lyon-nlp/summarization-summeval-fr-p2p
      name: MTEB SummEvalFr
      config: default
      split: test
      revision: b385812de6a9577b6f4d0f88c6a6e35395a94054
    metrics:
    - type: cos_sim_pearson
      value: 31.280485627024635
    - type: cos_sim_spearman
      value: 32.33005962500831
    - type: dot_pearson
      value: 30.158348138782753
    - type: dot_spearman
      value: 30.392045689426418
  - task:
      type: Reranking
    dataset:
      type: lyon-nlp/mteb-fr-reranking-syntec-s2p
      name: MTEB SyntecReranking
      config: default
      split: test
      revision: daf0863838cd9e3ba50544cdce3ac2b338a1b0ad
    metrics:
    - type: map
      value: 81.67777777777776
    - type: mrr
      value: 81.67777777777776
    - type: nAUC_map_diff1
      value: 59.89472485574524
    - type: nAUC_map_max
      value: 8.215249384307162
    - type: nAUC_mrr_diff1
      value: 59.89472485574524
    - type: nAUC_mrr_max
      value: 8.215249384307162
  - task:
      type: Retrieval
    dataset:
      type: lyon-nlp/mteb-fr-retrieval-syntec-s2p
      name: MTEB SyntecRetrieval
      config: default
      split: test
      revision: 19661ccdca4dfc2d15122d776b61685f48c68ca9
    metrics:
    - type: map_at_1
      value: 62.0
    - type: map_at_10
      value: 72.887
    - type: map_at_100
      value: 73.181
    - type: map_at_1000
      value: 73.181
    - type: map_at_20
      value: 73.16
    - type: map_at_3
      value: 70.667
    - type: map_at_5
      value: 71.56700000000001
    - type: mrr_at_1
      value: 62.0
    - type: mrr_at_10
      value: 72.88690476190479
    - type: mrr_at_100
      value: 73.18055555555557
    - type: mrr_at_1000
      value: 73.18055555555557
    - type: mrr_at_20
      value: 73.15972222222224
    - type: mrr_at_3
      value: 70.66666666666667
    - type: mrr_at_5
      value: 71.56666666666666
    - type: nauc_map_at_1000_diff1
      value: 47.52352042312832
    - type: nauc_map_at_1000_max
      value: 12.229977029802052
    - type: nauc_map_at_100_diff1
      value: 47.52352042312832
    - type: nauc_map_at_100_max
      value: 12.229977029802052
    - type: nauc_map_at_10_diff1
      value: 47.83118981173179
    - type: nauc_map_at_10_max
      value: 12.67122414331949
    - type: nauc_map_at_1_diff1
      value: 48.29708026951358
    - type: nauc_map_at_1_max
      value: 5.016460019075176
    - type: nauc_map_at_20_diff1
      value: 47.5126416742559
    - type: nauc_map_at_20_max
      value: 12.23002184861472
    - type: nauc_map_at_3_diff1
      value: 48.18168651330906
    - type: nauc_map_at_3_max
      value: 14.063513453945578
    - type: nauc_map_at_5_diff1
      value: 46.8656518414084
    - type: nauc_map_at_5_max
      value: 13.22896127813873
    - type: nauc_mrr_at_1000_diff1
      value: 47.52352042312832
    - type: nauc_mrr_at_1000_max
      value: 12.229977029802052
    - type: nauc_mrr_at_100_diff1
      value: 47.52352042312832
    - type: nauc_mrr_at_100_max
      value: 12.229977029802052
    - type: nauc_mrr_at_10_diff1
      value: 47.83118981173179
    - type: nauc_mrr_at_10_max
      value: 12.67122414331949
    - type: nauc_mrr_at_1_diff1
      value: 48.29708026951358
    - type: nauc_mrr_at_1_max
      value: 5.016460019075176
    - type: nauc_mrr_at_20_diff1
      value: 47.5126416742559
    - type: nauc_mrr_at_20_max
      value: 12.23002184861472
    - type: nauc_mrr_at_3_diff1
      value: 48.18168651330906
    - type: nauc_mrr_at_3_max
      value: 14.063513453945578
    - type: nauc_mrr_at_5_diff1
      value: 46.8656518414084
    - type: nauc_mrr_at_5_max
      value: 13.22896127813873
    - type: nauc_ndcg_at_1000_diff1
      value: 47.56455972451391
    - type: nauc_ndcg_at_1000_max
      value: 12.900901768894494
    - type: nauc_ndcg_at_100_diff1
      value: 47.56455972451391
    - type: nauc_ndcg_at_100_max
      value: 12.900901768894494
    - type: nauc_ndcg_at_10_diff1
      value: 48.92225620164975
    - type: nauc_ndcg_at_10_max
      value: 14.848602834576374
    - type: nauc_ndcg_at_1_diff1
      value: 48.29708026951358
    - type: nauc_ndcg_at_1_max
      value: 5.016460019075176
    - type: nauc_ndcg_at_20_diff1
      value: 47.44500349427683
    - type: nauc_ndcg_at_20_max
      value: 12.894569953616672
    - type: nauc_ndcg_at_3_diff1
      value: 48.79515966817958
    - type: nauc_ndcg_at_3_max
      value: 17.067858878871014
    - type: nauc_ndcg_at_5_diff1
      value: 46.2582129725611
    - type: nauc_ndcg_at_5_max
      value: 15.802131944100553
    - type: nauc_precision_at_1000_diff1
      value: nan
    - type: nauc_precision_at_1000_max
      value: nan
    - type: nauc_precision_at_100_diff1
      value: nan
    - type: nauc_precision_at_100_max
      value: nan
    - type: nauc_precision_at_10_diff1
      value: 67.1335200746968
    - type: nauc_precision_at_10_max
      value: 41.521942110178045
    - type: nauc_precision_at_1_diff1
      value: 48.29708026951358
    - type: nauc_precision_at_1_max
      value: 5.016460019075176
    - type: nauc_precision_at_20_diff1
      value: 35.80765639589114
    - type: nauc_precision_at_20_max
      value: 12.278244631185926
    - type: nauc_precision_at_3_diff1
      value: 51.516580229451506
    - type: nauc_precision_at_3_max
      value: 28.765257478128753
    - type: nauc_precision_at_5_diff1
      value: 43.146762121705116
    - type: nauc_precision_at_5_max
      value: 27.715587373901627
    - type: nauc_recall_at_1000_diff1
      value: nan
    - type: nauc_recall_at_1000_max
      value: nan
    - type: nauc_recall_at_100_diff1
      value: nan
    - type: nauc_recall_at_100_max
      value: nan
    - type: nauc_recall_at_10_diff1
      value: 67.13352007469638
    - type: nauc_recall_at_10_max
      value: 41.52194211017754
    - type: nauc_recall_at_1_diff1
      value: 48.29708026951358
    - type: nauc_recall_at_1_max
      value: 5.016460019075176
    - type: nauc_recall_at_20_diff1
      value: 35.80765639589109
    - type: nauc_recall_at_20_max
      value: 12.278244631185359
    - type: nauc_recall_at_3_diff1
      value: 51.516580229451556
    - type: nauc_recall_at_3_max
      value: 28.765257478128735
    - type: nauc_recall_at_5_diff1
      value: 43.14676212170519
    - type: nauc_recall_at_5_max
      value: 27.7155873739018
    - type: ndcg_at_1
      value: 62.0
    - type: ndcg_at_10
      value: 78.188
    - type: ndcg_at_100
      value: 79.372
    - type: ndcg_at_1000
      value: 79.372
    - type: ndcg_at_20
      value: 79.194
    - type: ndcg_at_3
      value: 73.333
    - type: ndcg_at_5
      value: 74.968
    - type: precision_at_1
      value: 62.0
    - type: precision_at_10
      value: 9.5
    - type: precision_at_100
      value: 1.0
    - type: precision_at_1000
      value: 0.1
    - type: precision_at_20
      value: 4.95
    - type: precision_at_3
      value: 27.0
    - type: precision_at_5
      value: 17.0
    - type: recall_at_1
      value: 62.0
    - type: recall_at_10
      value: 95.0
    - type: recall_at_100
      value: 100.0
    - type: recall_at_1000
      value: 100.0
    - type: recall_at_20
      value: 99.0
    - type: recall_at_3
      value: 81.0
    - type: recall_at_5
      value: 85.0
  - task:
      type: Retrieval
    dataset:
      type: jinaai/xpqa
      name: MTEB XPQARetrieval (fr)
      config: fr
      split: test
      revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f
    metrics:
    - type: map_at_1
      value: 36.611
    - type: map_at_10
      value: 57.187
    - type: map_at_100
      value: 58.631
    - type: map_at_1000
      value: 58.709999999999994
    - type: map_at_20
      value: 58.08
    - type: map_at_3
      value: 50.998
    - type: map_at_5
      value: 55.191
    - type: mrr_at_1
      value: 57.810413885180246
    - type: mrr_at_10
      value: 65.8401148621442
    - type: mrr_at_100
      value: 66.40333125160906
    - type: mrr_at_1000
      value: 66.42402394693958
    - type: mrr_at_20
      value: 66.18532893351842
    - type: mrr_at_3
      value: 63.81842456608808
    - type: mrr_at_5
      value: 65.18691588785039
    - type: nauc_map_at_1000_diff1
      value: 50.788831583223235
    - type: nauc_map_at_1000_max
      value: 51.55624948390649
    - type: nauc_map_at_100_diff1
      value: 50.7629709789859
    - type: nauc_map_at_100_max
      value: 51.554970702491374
    - type: nauc_map_at_10_diff1
      value: 50.597059943822785
    - type: nauc_map_at_10_max
      value: 50.88242396839643
    - type: nauc_map_at_1_diff1
      value: 60.321467202422596
    - type: nauc_map_at_1_max
      value: 35.442708774490455
    - type: nauc_map_at_20_diff1
      value: 50.65058875526523
    - type: nauc_map_at_20_max
      value: 51.32644359237018
    - type: nauc_map_at_3_diff1
      value: 51.80849131095309
    - type: nauc_map_at_3_max
      value: 46.17402861801263
    - type: nauc_map_at_5_diff1
      value: 50.507875139443456
    - type: nauc_map_at_5_max
      value: 49.47151715153637
    - type: nauc_mrr_at_1000_diff1
      value: 58.704380971676926
    - type: nauc_mrr_at_1000_max
      value: 59.554838611287494
    - type: nauc_mrr_at_100_diff1
      value: 58.699898563786
    - type: nauc_mrr_at_100_max
      value: 59.55774727939887
    - type: nauc_mrr_at_10_diff1
      value: 58.73927285559378
    - type: nauc_mrr_at_10_max
      value: 59.479293253354605
    - type: nauc_mrr_at_1_diff1
      value: 61.67387773779846
    - type: nauc_mrr_at_1_max
      value: 59.51259333152851
    - type: nauc_mrr_at_20_diff1
      value: 58.66891615345236
    - type: nauc_mrr_at_20_max
      value: 59.58138583451017
    - type: nauc_mrr_at_3_diff1
      value: 58.51184610727805
    - type: nauc_mrr_at_3_max
      value: 59.23400060136551
    - type: nauc_mrr_at_5_diff1
      value: 58.47244190154927
    - type: nauc_mrr_at_5_max
      value: 59.331044981327196
    - type: nauc_ndcg_at_1000_diff1
      value: 52.37179722848664
    - type: nauc_ndcg_at_1000_max
      value: 54.72666617792271
    - type: nauc_ndcg_at_100_diff1
      value: 51.93605170636807
    - type: nauc_ndcg_at_100_max
      value: 54.79165999040737
    - type: nauc_ndcg_at_10_diff1
      value: 51.405480630090835
    - type: nauc_ndcg_at_10_max
      value: 53.04193527385732
    - type: nauc_ndcg_at_1_diff1
      value: 61.67387773779846
    - type: nauc_ndcg_at_1_max
      value: 59.51259333152851
    - type: nauc_ndcg_at_20_diff1
      value: 51.293469681563096
    - type: nauc_ndcg_at_20_max
      value: 54.08435882900078
    - type: nauc_ndcg_at_3_diff1
      value: 51.58388244693231
    - type: nauc_ndcg_at_3_max
      value: 51.74775013382323
    - type: nauc_ndcg_at_5_diff1
      value: 50.82307910981021
    - type: nauc_ndcg_at_5_max
      value: 51.420799224894
    - type: nauc_precision_at_1000_diff1
      value: -16.663205684819612
    - type: nauc_precision_at_1000_max
      value: 12.234886940913926
    - type: nauc_precision_at_100_diff1
      value: -11.830123517342091
    - type: nauc_precision_at_100_max
      value: 19.147184681617514
    - type: nauc_precision_at_10_diff1
      value: -0.128354517220691
    - type: nauc_precision_at_10_max
      value: 31.00617539775257
    - type: nauc_precision_at_1_diff1
      value: 61.67387773779846
    - type: nauc_precision_at_1_max
      value: 59.51259333152851
    - type: nauc_precision_at_20_diff1
      value: -4.838065494986492
    - type: nauc_precision_at_20_max
      value: 26.59319852551229
    - type: nauc_precision_at_3_diff1
      value: 12.133336207725199
    - type: nauc_precision_at_3_max
      value: 39.377184679653084
    - type: nauc_precision_at_5_diff1
      value: 3.6946214253817242
    - type: nauc_precision_at_5_max
      value: 34.46699361026347
    - type: nauc_recall_at_1000_diff1
      value: 42.80775305857285
    - type: nauc_recall_at_1000_max
      value: 56.52032475068802
    - type: nauc_recall_at_100_diff1
      value: 37.39345422008765
    - type: nauc_recall_at_100_max
      value: 50.846199839766236
    - type: nauc_recall_at_10_diff1
      value: 42.80186951683253
    - type: nauc_recall_at_10_max
      value: 45.84205807317027
    - type: nauc_recall_at_1_diff1
      value: 60.321467202422596
    - type: nauc_recall_at_1_max
      value: 35.442708774490455
    - type: nauc_recall_at_20_diff1
      value: 39.799538893141424
    - type: nauc_recall_at_20_max
      value: 48.35852294352722
    - type: nauc_recall_at_3_diff1
      value: 45.955979843159135
    - type: nauc_recall_at_3_max
      value: 42.31051973839205
    - type: nauc_recall_at_5_diff1
      value: 42.5632345738307
    - type: nauc_recall_at_5_max
      value: 44.4648694495511
    - type: ndcg_at_1
      value: 57.809999999999995
    - type: ndcg_at_10
      value: 63.495999999999995
    - type: ndcg_at_100
      value: 68.394
    - type: ndcg_at_1000
      value: 69.663
    - type: ndcg_at_20
      value: 65.67399999999999
    - type: ndcg_at_3
      value: 58.23199999999999
    - type: ndcg_at_5
      value: 60.431999999999995
    - type: precision_at_1
      value: 57.809999999999995
    - type: precision_at_10
      value: 14.753
    - type: precision_at_100
      value: 1.8929999999999998
    - type: precision_at_1000
      value: 0.20600000000000002
    - type: precision_at_20
      value: 8.164
    - type: precision_at_3
      value: 35.737
    - type: precision_at_5
      value: 26.061
    - type: recall_at_1
      value: 36.611
    - type: recall_at_10
      value: 72.501
    - type: recall_at_100
      value: 91.40899999999999
    - type: recall_at_1000
      value: 99.544
    - type: recall_at_20
      value: 79.475
    - type: recall_at_3
      value: 55.96600000000001
    - type: recall_at_5
      value: 64.976
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_counterfactual
      name: MTEB AmazonCounterfactualClassification (en)
      config: en
      split: test
      revision: e8379541af4e31359cca9fbcf4b00f2671dba205
    metrics:
    - type: accuracy
      value: 74.28358208955224
    - type: ap
      value: 37.19063914095112
    - type: ap_weighted
      value: 37.19063914095112
    - type: f1
      value: 68.28593926963595
    - type: f1_weighted
      value: 76.64216663284145
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_polarity
      name: MTEB AmazonPolarityClassification
      config: default
      split: test
      revision: e2d317d38cd51312af73b3d32a06d1a08b442046
    metrics:
    - type: accuracy
      value: 82.19695
    - type: ap
      value: 76.84400739904562
    - type: ap_weighted
      value: 76.84400739904562
    - type: f1
      value: 82.13083090108348
    - type: f1_weighted
      value: 82.13083090108348
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_reviews_multi
      name: MTEB AmazonReviewsClassification (en)
      config: en
      split: test
      revision: 1399c76144fd37290681b995c656ef9b2e06e26d
    metrics:
    - type: accuracy
      value: 40.216
    - type: f1
      value: 39.88981487562277
    - type: f1_weighted
      value: 39.88981487562277
  - task:
      type: Retrieval
    dataset:
      type: mteb/arguana
      name: MTEB ArguAna
      config: default
      split: test
      revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
    metrics:
    - type: map_at_1
      value: 28.307
    - type: map_at_10
      value: 44.415
    - type: map_at_100
      value: 45.24
    - type: map_at_1000
      value: 45.245999999999995
    - type: map_at_20
      value: 45.048
    - type: map_at_3
      value: 39.343
    - type: map_at_5
      value: 42.156
    - type: mrr_at_1
      value: 28.591749644381224
    - type: mrr_at_10
      value: 44.53744157691528
    - type: mrr_at_100
      value: 45.36249919705719
    - type: mrr_at_1000
      value: 45.36795843267093
    - type: mrr_at_20
      value: 45.17017744908004
    - type: mrr_at_3
      value: 39.50924608819345
    - type: mrr_at_5
      value: 42.29374110953058
    - type: nauc_map_at_1000_diff1
      value: 3.81697701184427
    - type: nauc_map_at_1000_max
      value: -5.3494391339512966
    - type: nauc_map_at_100_diff1
      value: 3.8255923068950737
    - type: nauc_map_at_100_max
      value: -5.338796585423051
    - type: nauc_map_at_10_diff1
      value: 3.807599213819479
    - type: nauc_map_at_10_max
      value: -5.313800854145031
    - type: nauc_map_at_1_diff1
      value: 5.156690676517333
    - type: nauc_map_at_1_max
      value: -9.64584413837327
    - type: nauc_map_at_20_diff1
      value: 3.7941985981544244
    - type: nauc_map_at_20_max
      value: -5.200991165900242
    - type: nauc_map_at_3_diff1
      value: 3.042950933986489
    - type: nauc_map_at_3_max
      value: -5.953385411481654
    - type: nauc_map_at_5_diff1
      value: 3.0549453605943433
    - type: nauc_map_at_5_max
      value: -5.787888510997178
    - type: nauc_mrr_at_1000_diff1
      value: 2.815942782079056
    - type: nauc_mrr_at_1000_max
      value: -6.045251506633342
    - type: nauc_mrr_at_100_diff1
      value: 2.8247136693036206
    - type: nauc_mrr_at_100_max
      value: -6.034513630311149
    - type: nauc_mrr_at_10_diff1
      value: 2.842321554294615
    - type: nauc_mrr_at_10_max
      value: -5.983994994110801
    - type: nauc_mrr_at_1_diff1
      value: 4.289447405708845
    - type: nauc_mrr_at_1_max
      value: -10.158513246070529
    - type: nauc_mrr_at_20_diff1
      value: 2.802223509089013
    - type: nauc_mrr_at_20_max
      value: -5.889383549567283
    - type: nauc_mrr_at_3_diff1
      value: 1.9507572567994225
    - type: nauc_mrr_at_3_max
      value: -6.579817119302078
    - type: nauc_mrr_at_5_diff1
      value: 2.0636113696159306
    - type: nauc_mrr_at_5_max
      value: -6.47814796715319
    - type: nauc_ndcg_at_1000_diff1
      value: 4.054109302322553
    - type: nauc_ndcg_at_1000_max
      value: -4.194276048637998
    - type: nauc_ndcg_at_100_diff1
      value: 4.3606449596207995
    - type: nauc_ndcg_at_100_max
      value: -3.802885863375761
    - type: nauc_ndcg_at_10_diff1
      value: 4.374146895999117
    - type: nauc_ndcg_at_10_max
      value: -3.007138296243735
    - type: nauc_ndcg_at_1_diff1
      value: 5.156690676517333
    - type: nauc_ndcg_at_1_max
      value: -9.64584413837327
    - type: nauc_ndcg_at_20_diff1
      value: 4.283769209560412
    - type: nauc_ndcg_at_20_max
      value: -2.5570972005509245
    - type: nauc_ndcg_at_3_diff1
      value: 2.4019132290785628
    - type: nauc_ndcg_at_3_max
      value: -4.772614514375251
    - type: nauc_ndcg_at_5_diff1
      value: 2.2604685552347488
    - type: nauc_ndcg_at_5_max
      value: -4.5287849384277346
    - type: nauc_precision_at_1000_diff1
      value: 26.832693994163886
    - type: nauc_precision_at_1000_max
      value: 28.13719829218545
    - type: nauc_precision_at_100_diff1
      value: 49.25187779934308
    - type: nauc_precision_at_100_max
      value: 54.90462014878204
    - type: nauc_precision_at_10_diff1
      value: 9.375044420325825
    - type: nauc_precision_at_10_max
      value: 11.118715229369158
    - type: nauc_precision_at_1_diff1
      value: 5.156690676517333
    - type: nauc_precision_at_1_max
      value: -9.64584413837327
    - type: nauc_precision_at_20_diff1
      value: 12.648487139563313
    - type: nauc_precision_at_20_max
      value: 29.17269939791144
    - type: nauc_precision_at_3_diff1
      value: 0.5381479007985195
    - type: nauc_precision_at_3_max
      value: -1.319607327988569
    - type: nauc_precision_at_5_diff1
      value: -0.530675691789191
    - type: nauc_precision_at_5_max
      value: -0.3449755187285182
    - type: nauc_recall_at_1000_diff1
      value: 26.83269399415972
    - type: nauc_recall_at_1000_max
      value: 28.137198292180138
    - type: nauc_recall_at_100_diff1
      value: 49.25187779934272
    - type: nauc_recall_at_100_max
      value: 54.90462014878089
    - type: nauc_recall_at_10_diff1
      value: 9.375044420325978
    - type: nauc_recall_at_10_max
      value: 11.118715229369167
    - type: nauc_recall_at_1_diff1
      value: 5.156690676517333
    - type: nauc_recall_at_1_max
      value: -9.64584413837327
    - type: nauc_recall_at_20_diff1
      value: 12.648487139563178
    - type: nauc_recall_at_20_max
      value: 29.172699397911256
    - type: nauc_recall_at_3_diff1
      value: 0.5381479007985096
    - type: nauc_recall_at_3_max
      value: -1.3196073279885299
    - type: nauc_recall_at_5_diff1
      value: -0.5306756917892376
    - type: nauc_recall_at_5_max
      value: -0.34497551872854154
    - type: ndcg_at_1
      value: 28.307
    - type: ndcg_at_10
      value: 53.593999999999994
    - type: ndcg_at_100
      value: 57.13399999999999
    - type: ndcg_at_1000
      value: 57.28
    - type: ndcg_at_20
      value: 55.861000000000004
    - type: ndcg_at_3
      value: 43.091
    - type: ndcg_at_5
      value: 48.16
    - type: precision_at_1
      value: 28.307
    - type: precision_at_10
      value: 8.3
    - type: precision_at_100
      value: 0.985
    - type: precision_at_1000
      value: 0.1
    - type: precision_at_20
      value: 4.595
    - type: precision_at_3
      value: 17.994
    - type: precision_at_5
      value: 13.257
    - type: recall_at_1
      value: 28.307
    - type: recall_at_10
      value: 83.001
    - type: recall_at_100
      value: 98.506
    - type: recall_at_1000
      value: 99.644
    - type: recall_at_20
      value: 91.892
    - type: recall_at_3
      value: 53.983000000000004
    - type: recall_at_5
      value: 66.28699999999999
  - task:
      type: Clustering
    dataset:
      type: mteb/arxiv-clustering-p2p
      name: MTEB ArxivClusteringP2P
      config: default
      split: test
      revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
    metrics:
    - type: v_measure
      value: 41.75510333108447
    - type: v_measures
      value: [0.38932105262642, 0.41167658391196155, 0.4152007083702598, 0.43751533882806676, 0.41353841462129437]
  - task:
      type: Clustering
    dataset:
      type: mteb/arxiv-clustering-s2s
      name: MTEB ArxivClusteringS2S
      config: default
      split: test
      revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
    metrics:
    - type: v_measure
      value: 31.628031176398057
    - type: v_measures
      value: [0.3124730271530551, 0.30410053196374376, 0.31038902598125107, 0.3037853444036682, 0.3061080414991767]
  - task:
      type: Reranking
    dataset:
      type: mteb/askubuntudupquestions-reranking
      name: MTEB AskUbuntuDupQuestions
      config: default
      split: test
      revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
    metrics:
    - type: map
      value: 56.78685528593245
    - type: mrr
      value: 70.13113925163786
    - type: nAUC_map_diff1
      value: 2.9860496068519695
    - type: nAUC_map_max
      value: 22.582369735674774
    - type: nAUC_mrr_diff1
      value: 10.846967439812445
    - type: nAUC_mrr_max
      value: 35.29439227015077
  - task:
      type: STS
    dataset:
      type: mteb/biosses-sts
      name: MTEB BIOSSES
      config: default
      split: test
      revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
    metrics:
    - type: cos_sim_pearson
      value: 85.88368776567987
    - type: cos_sim_spearman
      value: 83.98625103310174
    - type: euclidean_pearson
      value: 84.15851334353565
    - type: euclidean_spearman
      value: 83.50611961105386
    - type: manhattan_pearson
      value: 84.26852097545078
    - type: manhattan_spearman
      value: 83.74287199356931
  - task:
      type: Classification
    dataset:
      type: mteb/banking77
      name: MTEB Banking77Classification
      config: default
      split: test
      revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
    metrics:
    - type: accuracy
      value: 80.31493506493506
    - type: f1
      value: 80.18539252802539
    - type: f1_weighted
      value: 80.1853925280254
  - task:
      type: Clustering
    dataset:
      type: mteb/biorxiv-clustering-p2p
      name: MTEB BiorxivClusteringP2P
      config: default
      split: test
      revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
    metrics:
    - type: v_measure
      value: 36.01213557884716
    - type: v_measures
      value: [0.35149213783659844, 0.3504551848301787, 0.3777396210177721, 0.36713470804377507, 0.35699360527484775]
  - task:
      type: Clustering
    dataset:
      type: mteb/biorxiv-clustering-s2s
      name: MTEB BiorxivClusteringS2S
      config: default
      split: test
      revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
    metrics:
    - type: v_measure
      value: 28.77320940838855
    - type: v_measures
      value: [0.30066854059482007, 0.27912691518289856, 0.28109177448868566, 0.27788082204726, 0.28174202201956644]
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-android
      name: MTEB CQADupstackAndroidRetrieval
      config: default
      split: test
      revision: f46a197baaae43b4f621051089b82a364682dfeb
    metrics:
    - type: map_at_1
      value: 28.931
    - type: map_at_10
      value: 39.226
    - type: map_at_100
      value: 40.641
    - type: map_at_1000
      value: 40.758
    - type: map_at_20
      value: 39.947
    - type: map_at_3
      value: 35.893
    - type: map_at_5
      value: 37.911
    - type: mrr_at_1
      value: 36.33762517882689
    - type: mrr_at_10
      value: 45.437813656697756
    - type: mrr_at_100
      value: 46.263112207849225
    - type: mrr_at_1000
      value: 46.31120643750262
    - type: mrr_at_20
      value: 45.89328313995794
    - type: mrr_at_3
      value: 42.89461134954697
    - type: mrr_at_5
      value: 44.49690033381019
    - type: nauc_map_at_1000_diff1
      value: 51.149900773445665
    - type: nauc_map_at_1000_max
      value: 38.68580130673067
    - type: nauc_map_at_100_diff1
      value: 51.10002536433903
    - type: nauc_map_at_100_max
      value: 38.641317822870484
    - type: nauc_map_at_10_diff1
      value: 51.124389332061504
    - type: nauc_map_at_10_max
      value: 38.318568221563254
    - type: nauc_map_at_1_diff1
      value: 56.90092514723948
    - type: nauc_map_at_1_max
      value: 37.61485298818892
    - type: nauc_map_at_20_diff1
      value: 51.181676535641515
    - type: nauc_map_at_20_max
      value: 38.50630258148947
    - type: nauc_map_at_3_diff1
      value: 52.9080719662819
    - type: nauc_map_at_3_max
      value: 37.65490829785428
    - type: nauc_map_at_5_diff1
      value: 51.88563997044587
    - type: nauc_map_at_5_max
      value: 38.162982469441104
    - type: nauc_mrr_at_1000_diff1
      value: 52.02314497512314
    - type: nauc_mrr_at_1000_max
      value: 42.51237380812326
    - type: nauc_mrr_at_100_diff1
      value: 52.00022544992019
    - type: nauc_mrr_at_100_max
      value: 42.47931426167529
    - type: nauc_mrr_at_10_diff1
      value: 51.91527284768196
    - type: nauc_mrr_at_10_max
      value: 42.39017221462642
    - type: nauc_mrr_at_1_diff1
      value: 57.748140308636906
    - type: nauc_mrr_at_1_max
      value: 45.151335057931625
    - type: nauc_mrr_at_20_diff1
      value: 52.014517489654786
    - type: nauc_mrr_at_20_max
      value: 42.502037133226224
    - type: nauc_mrr_at_3_diff1
      value: 53.44263059806559
    - type: nauc_mrr_at_3_max
      value: 42.54366394954965
    - type: nauc_mrr_at_5_diff1
      value: 52.40067352297368
    - type: nauc_mrr_at_5_max
      value: 42.39770466495629
    - type: nauc_ndcg_at_1000_diff1
      value: 49.303067288367096
    - type: nauc_ndcg_at_1000_max
      value: 40.15083357935891
    - type: nauc_ndcg_at_100_diff1
      value: 48.06078219853983
    - type: nauc_ndcg_at_100_max
      value: 39.099873422335584
    - type: nauc_ndcg_at_10_diff1
      value: 48.427405777556764
    - type: nauc_ndcg_at_10_max
      value: 38.8466159356305
    - type: nauc_ndcg_at_1_diff1
      value: 57.748140308636906
    - type: nauc_ndcg_at_1_max
      value: 45.151335057931625
    - type: nauc_ndcg_at_20_diff1
      value: 48.400275143008884
    - type: nauc_ndcg_at_20_max
      value: 38.987281654803155
    - type: nauc_ndcg_at_3_diff1
      value: 51.94028236848058
    - type: nauc_ndcg_at_3_max
      value: 39.22267932164834
    - type: nauc_ndcg_at_5_diff1
      value: 50.228342110462435
    - type: nauc_ndcg_at_5_max
      value: 39.25835142473454
    - type: nauc_precision_at_1000_diff1
      value: -6.148682329597722
    - type: nauc_precision_at_1000_max
      value: 1.1132760594569802
    - type: nauc_precision_at_100_diff1
      value: -0.42183455399296765
    - type: nauc_precision_at_100_max
      value: 12.337898495315343
    - type: nauc_precision_at_10_diff1
      value: 18.94429698742333
    - type: nauc_precision_at_10_max
      value: 28.777738237731203
    - type: nauc_precision_at_1_diff1
      value: 57.748140308636906
    - type: nauc_precision_at_1_max
      value: 45.151335057931625
    - type: nauc_precision_at_20_diff1
      value: 12.915885854552354
    - type: nauc_precision_at_20_max
      value: 24.01402704364973
    - type: nauc_precision_at_3_diff1
      value: 36.634218047630384
    - type: nauc_precision_at_3_max
      value: 36.27512688680148
    - type: nauc_precision_at_5_diff1
      value: 28.272819211308992
    - type: nauc_precision_at_5_max
      value: 33.34907639932695
    - type: nauc_recall_at_1000_diff1
      value: 26.52022379258474
    - type: nauc_recall_at_1000_max
      value: 49.10217378309213
    - type: nauc_recall_at_100_diff1
      value: 25.383923002033832
    - type: nauc_recall_at_100_max
      value: 29.224125741020877
    - type: nauc_recall_at_10_diff1
      value: 36.465429616129015
    - type: nauc_recall_at_10_max
      value: 33.39232875391991
    - type: nauc_recall_at_1_diff1
      value: 56.90092514723948
    - type: nauc_recall_at_1_max
      value: 37.61485298818892
    - type: nauc_recall_at_20_diff1
      value: 34.97381075257172
    - type: nauc_recall_at_20_max
      value: 33.453578222267346
    - type: nauc_recall_at_3_diff1
      value: 47.268820296829134
    - type: nauc_recall_at_3_max
      value: 35.21361112290018
    - type: nauc_recall_at_5_diff1
      value: 42.36929492536004
    - type: nauc_recall_at_5_max
      value: 34.972452567095665
    - type: ndcg_at_1
      value: 36.338
    - type: ndcg_at_10
      value: 45.07
    - type: ndcg_at_100
      value: 50.619
    - type: ndcg_at_1000
      value: 52.729000000000006
    - type: ndcg_at_20
      value: 47.027
    - type: ndcg_at_3
      value: 40.388000000000005
    - type: ndcg_at_5
      value: 42.811
    - type: precision_at_1
      value: 36.338
    - type: precision_at_10
      value: 8.541
    - type: precision_at_100
      value: 1.391
    - type: precision_at_1000
      value: 0.184
    - type: precision_at_20
      value: 5.007000000000001
    - type: precision_at_3
      value: 19.409000000000002
    - type: precision_at_5
      value: 14.163
    - type: recall_at_1
      value: 28.931
    - type: recall_at_10
      value: 55.701
    - type: recall_at_100
      value: 79.389
    - type: recall_at_1000
      value: 93.366
    - type: recall_at_20
      value: 62.833000000000006
    - type: recall_at_3
      value: 42.007
    - type: recall_at_5
      value: 48.84
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-english
      name: MTEB CQADupstackEnglishRetrieval
      config: default
      split: test
      revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
    metrics:
    - type: map_at_1
      value: 23.638
    - type: map_at_10
      value: 32.277
    - type: map_at_100
      value: 33.363
    - type: map_at_1000
      value: 33.488
    - type: map_at_20
      value: 32.857
    - type: map_at_3
      value: 29.748
    - type: map_at_5
      value: 31.179000000000002
    - type: mrr_at_1
      value: 30.254777070063692
    - type: mrr_at_10
      value: 37.817384490951355
    - type: mrr_at_100
      value: 38.525912264467145
    - type: mrr_at_1000
      value: 38.58069194468667
    - type: mrr_at_20
      value: 38.20930815682446
    - type: mrr_at_3
      value: 35.700636942675146
    - type: mrr_at_5
      value: 36.926751592356666
    - type: nauc_map_at_1000_diff1
      value: 45.223392226929235
    - type: nauc_map_at_1000_max
      value: 38.24038259272163
    - type: nauc_map_at_100_diff1
      value: 45.23190429504784
    - type: nauc_map_at_100_max
      value: 38.19794744902846
    - type: nauc_map_at_10_diff1
      value: 45.515992352450176
    - type: nauc_map_at_10_max
      value: 37.548960747017844
    - type: nauc_map_at_1_diff1
      value: 52.291404507813056
    - type: nauc_map_at_1_max
      value: 33.46767953286993
    - type: nauc_map_at_20_diff1
      value: 45.332400816656936
    - type: nauc_map_at_20_max
      value: 37.878067742926675
    - type: nauc_map_at_3_diff1
      value: 46.829233538381764
    - type: nauc_map_at_3_max
      value: 36.69901435795047
    - type: nauc_map_at_5_diff1
      value: 46.12298460254266
    - type: nauc_map_at_5_max
      value: 37.34969360011008
    - type: nauc_mrr_at_1000_diff1
      value: 41.898365322188674
    - type: nauc_mrr_at_1000_max
      value: 39.304566277957704
    - type: nauc_mrr_at_100_diff1
      value: 41.88883697764852
    - type: nauc_mrr_at_100_max
      value: 39.30077276431053
    - type: nauc_mrr_at_10_diff1
      value: 42.062104921386506
    - type: nauc_mrr_at_10_max
      value: 39.30528366258507
    - type: nauc_mrr_at_1_diff1
      value: 47.92599437007114
    - type: nauc_mrr_at_1_max
      value: 39.11863678363455
    - type: nauc_mrr_at_20_diff1
      value: 41.88168571216021
    - type: nauc_mrr_at_20_max
      value: 39.26248573846707
    - type: nauc_mrr_at_3_diff1
      value: 43.07190580570743
    - type: nauc_mrr_at_3_max
      value: 39.87788973395513
    - type: nauc_mrr_at_5_diff1
      value: 42.49866565630987
    - type: nauc_mrr_at_5_max
      value: 39.54834907714328
    - type: nauc_ndcg_at_1000_diff1
      value: 41.51353648334291
    - type: nauc_ndcg_at_1000_max
      value: 39.603326878012986
    - type: nauc_ndcg_at_100_diff1
      value: 41.30454895265097
    - type: nauc_ndcg_at_100_max
      value: 39.313602966554505
    - type: nauc_ndcg_at_10_diff1
      value: 42.02099052567711
    - type: nauc_ndcg_at_10_max
      value: 38.534861088136715
    - type: nauc_ndcg_at_1_diff1
      value: 47.92599437007114
    - type: nauc_ndcg_at_1_max
      value: 39.11863678363455
    - type: nauc_ndcg_at_20_diff1
      value: 41.663145625518375
    - type: nauc_ndcg_at_20_max
      value: 38.752693813154075
    - type: nauc_ndcg_at_3_diff1
      value: 43.68575961185724
    - type: nauc_ndcg_at_3_max
      value: 39.40226210725685
    - type: nauc_ndcg_at_5_diff1
      value: 43.00140726081697
    - type: nauc_ndcg_at_5_max
      value: 39.21485362612467
    - type: nauc_precision_at_1000_diff1
      value: -2.790275135023392
    - type: nauc_precision_at_1000_max
      value: 17.818318660525463
    - type: nauc_precision_at_100_diff1
      value: 2.0554939129182417
    - type: nauc_precision_at_100_max
      value: 29.753860102457935
    - type: nauc_precision_at_10_diff1
      value: 15.094160126474254
    - type: nauc_precision_at_10_max
      value: 37.972874196449126
    - type: nauc_precision_at_1_diff1
      value: 47.92599437007114
    - type: nauc_precision_at_1_max
      value: 39.11863678363455
    - type: nauc_precision_at_20_diff1
      value: 10.746873592106713
    - type: nauc_precision_at_20_max
      value: 36.96468826692449
    - type: nauc_precision_at_3_diff1
      value: 28.944521315560483
    - type: nauc_precision_at_3_max
      value: 42.03983245575044
    - type: nauc_precision_at_5_diff1
      value: 23.828098284010075
    - type: nauc_precision_at_5_max
      value: 41.76526648017447
    - type: nauc_recall_at_1000_diff1
      value: 26.537966542990997
    - type: nauc_recall_at_1000_max
      value: 41.86346125540241
    - type: nauc_recall_at_100_diff1
      value: 28.044584247129283
    - type: nauc_recall_at_100_max
      value: 37.42247127416711
    - type: nauc_recall_at_10_diff1
      value: 33.434563672243115
    - type: nauc_recall_at_10_max
      value: 34.63428918279095
    - type: nauc_recall_at_1_diff1
      value: 52.291404507813056
    - type: nauc_recall_at_1_max
      value: 33.46767953286993
    - type: nauc_recall_at_20_diff1
      value: 31.189066205007187
    - type: nauc_recall_at_20_max
      value: 35.3704318509917
    - type: nauc_recall_at_3_diff1
      value: 39.67602671214362
    - type: nauc_recall_at_3_max
      value: 35.6485218636747
    - type: nauc_recall_at_5_diff1
      value: 36.71118621793804
    - type: nauc_recall_at_5_max
      value: 35.81341336007971
    - type: ndcg_at_1
      value: 30.255
    - type: ndcg_at_10
      value: 37.376
    - type: ndcg_at_100
      value: 41.678
    - type: ndcg_at_1000
      value: 44.079
    - type: ndcg_at_20
      value: 38.942
    - type: ndcg_at_3
      value: 33.641
    - type: ndcg_at_5
      value: 35.346
    - type: precision_at_1
      value: 30.255
    - type: precision_at_10
      value: 7.102
    - type: precision_at_100
      value: 1.184
    - type: precision_at_1000
      value: 0.166
    - type: precision_at_20
      value: 4.185
    - type: precision_at_3
      value: 16.348
    - type: precision_at_5
      value: 11.591999999999999
    - type: recall_at_1
      value: 23.638
    - type: recall_at_10
      value: 46.524
    - type: recall_at_100
      value: 65.118
    - type: recall_at_1000
      value: 81.133
    - type: recall_at_20
      value: 52.331
    - type: recall_at_3
      value: 35.254999999999995
    - type: recall_at_5
      value: 40.174
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-gaming
      name: MTEB CQADupstackGamingRetrieval
      config: default
      split: test
      revision: 4885aa143210c98657558c04aaf3dc47cfb54340
    metrics:
    - type: map_at_1
      value: 35.667
    - type: map_at_10
      value: 47.397
    - type: map_at_100
      value: 48.366
    - type: map_at_1000
      value: 48.433
    - type: map_at_20
      value: 47.963
    - type: map_at_3
      value: 44.211
    - type: map_at_5
      value: 46.037
    - type: mrr_at_1
      value: 40.87774294670846
    - type: mrr_at_10
      value: 50.565880479673616
    - type: mrr_at_100
      value: 51.271230622181626
    - type: mrr_at_1000
      value: 51.306805744714836
    - type: mrr_at_20
      value: 51.012075318045525
    - type: mrr_at_3
      value: 47.9832810867294
    - type: mrr_at_5
      value: 49.525600835945724
    - type: nauc_map_at_1000_diff1
      value: 50.33288681013869
    - type: nauc_map_at_1000_max
      value: 37.44437438806084
    - type: nauc_map_at_100_diff1
      value: 50.317492085630064
    - type: nauc_map_at_100_max
      value: 37.426681891363835
    - type: nauc_map_at_10_diff1
      value: 50.24182139242321
    - type: nauc_map_at_10_max
      value: 36.91039477771677
    - type: nauc_map_at_1_diff1
      value: 56.01200063592147
    - type: nauc_map_at_1_max
      value: 31.767342114075202
    - type: nauc_map_at_20_diff1
      value: 50.21631708851613
    - type: nauc_map_at_20_max
      value: 37.28818324793643
    - type: nauc_map_at_3_diff1
      value: 51.111793089491364
    - type: nauc_map_at_3_max
      value: 36.16516417187456
    - type: nauc_map_at_5_diff1
      value: 50.47567188188865
    - type: nauc_map_at_5_max
      value: 36.72222550501132
    - type: nauc_mrr_at_1000_diff1
      value: 49.29372112096636
    - type: nauc_mrr_at_1000_max
      value: 39.248284382084236
    - type: nauc_mrr_at_100_diff1
      value: 49.28279373491327
    - type: nauc_mrr_at_100_max
      value: 39.26004837053389
    - type: nauc_mrr_at_10_diff1
      value: 49.123704806290434
    - type: nauc_mrr_at_10_max
      value: 39.05266034946078
    - type: nauc_mrr_at_1_diff1
      value: 53.88859746474265
    - type: nauc_mrr_at_1_max
      value: 37.056204568674275
    - type: nauc_mrr_at_20_diff1
      value: 49.18403232554298
    - type: nauc_mrr_at_20_max
      value: 39.26689196401381
    - type: nauc_mrr_at_3_diff1
      value: 49.59424894836517
    - type: nauc_mrr_at_3_max
      value: 38.95714592509984
    - type: nauc_mrr_at_5_diff1
      value: 49.257845318012954
    - type: nauc_mrr_at_5_max
      value: 39.30070104826491
    - type: nauc_ndcg_at_1000_diff1
      value: 48.91743661336846
    - type: nauc_ndcg_at_1000_max
      value: 39.39031133623686
    - type: nauc_ndcg_at_100_diff1
      value: 48.61511346835115
    - type: nauc_ndcg_at_100_max
      value: 39.459340998985724
    - type: nauc_ndcg_at_10_diff1
      value: 48.06588542038947
    - type: nauc_ndcg_at_10_max
      value: 38.157829321231
    - type: nauc_ndcg_at_1_diff1
      value: 53.88859746474265
    - type: nauc_ndcg_at_1_max
      value: 37.056204568674275
    - type: nauc_ndcg_at_20_diff1
      value: 48.05115075637084
    - type: nauc_ndcg_at_20_max
      value: 39.2235027218884
    - type: nauc_ndcg_at_3_diff1
      value: 49.30878740373676
    - type: nauc_ndcg_at_3_max
      value: 37.84032746584941
    - type: nauc_ndcg_at_5_diff1
      value: 48.47712228032605
    - type: nauc_ndcg_at_5_max
      value: 38.38589466282407
    - type: nauc_precision_at_1000_diff1
      value: -7.243262652381105
    - type: nauc_precision_at_1000_max
      value: 18.453365469588427
    - type: nauc_precision_at_100_diff1
      value: -2.0153970546194753
    - type: nauc_precision_at_100_max
      value: 24.22667501786602
    - type: nauc_precision_at_10_diff1
      value: 14.979334560516222
    - type: nauc_precision_at_10_max
      value: 33.13307837324579
    - type: nauc_precision_at_1_diff1
      value: 53.88859746474265
    - type: nauc_precision_at_1_max
      value: 37.056204568674275
    - type: nauc_precision_at_20_diff1
      value: 8.379765029951027
    - type: nauc_precision_at_20_max
      value: 32.28271665269386
    - type: nauc_precision_at_3_diff1
      value: 31.16831547354767
    - type: nauc_precision_at_3_max
      value: 38.10801385749373
    - type: nauc_precision_at_5_diff1
      value: 23.32241470046817
    - type: nauc_precision_at_5_max
      value: 37.2000516679205
    - type: nauc_recall_at_1000_diff1
      value: 40.03022783413472
    - type: nauc_recall_at_1000_max
      value: 49.77189630896353
    - type: nauc_recall_at_100_diff1
      value: 39.485228558001154
    - type: nauc_recall_at_100_max
      value: 44.84364760927468
    - type: nauc_recall_at_10_diff1
      value: 39.911638774960096
    - type: nauc_recall_at_10_max
      value: 37.00135324546857
    - type: nauc_recall_at_1_diff1
      value: 56.01200063592147
    - type: nauc_recall_at_1_max
      value: 31.767342114075202
    - type: nauc_recall_at_20_diff1
      value: 38.604788301520685
    - type: nauc_recall_at_20_max
      value: 42.21099902041599
    - type: nauc_recall_at_3_diff1
      value: 44.913068402378755
    - type: nauc_recall_at_3_max
      value: 36.35063250643407
    - type: nauc_recall_at_5_diff1
      value: 42.15428494957372
    - type: nauc_recall_at_5_max
      value: 38.11256932308573
    - type: ndcg_at_1
      value: 40.878
    - type: ndcg_at_10
      value: 53.062
    - type: ndcg_at_100
      value: 57.160999999999994
    - type: ndcg_at_1000
      value: 58.538999999999994
    - type: ndcg_at_20
      value: 54.821
    - type: ndcg_at_3
      value: 47.544
    - type: ndcg_at_5
      value: 50.305
    - type: precision_at_1
      value: 40.878
    - type: precision_at_10
      value: 8.564
    - type: precision_at_100
      value: 1.155
    - type: precision_at_1000
      value: 0.133
    - type: precision_at_20
      value: 4.79
    - type: precision_at_3
      value: 21.108
    - type: precision_at_5
      value: 14.658
    - type: recall_at_1
      value: 35.667
    - type: recall_at_10
      value: 66.766
    - type: recall_at_100
      value: 84.553
    - type: recall_at_1000
      value: 94.346
    - type: recall_at_20
      value: 73.272
    - type: recall_at_3
      value: 52.139
    - type: recall_at_5
      value: 58.816
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-gis
      name: MTEB CQADupstackGisRetrieval
      config: default
      split: test
      revision: 5003b3064772da1887988e05400cf3806fe491f2
    metrics:
    - type: map_at_1
      value: 20.618
    - type: map_at_10
      value: 27.47
    - type: map_at_100
      value: 28.505000000000003
    - type: map_at_1000
      value: 28.594
    - type: map_at_20
      value: 28.057
    - type: map_at_3
      value: 24.918000000000003
    - type: map_at_5
      value: 26.229999999999997
    - type: mrr_at_1
      value: 22.372881355932204
    - type: mrr_at_10
      value: 29.201910142588083
    - type: mrr_at_100
      value: 30.158796422923974
    - type: mrr_at_1000
      value: 30.226705533923436
    - type: mrr_at_20
      value: 29.748232470158786
    - type: mrr_at_3
      value: 26.723163841807924
    - type: mrr_at_5
      value: 27.97175141242938
    - type: nauc_map_at_1000_diff1
      value: 42.518789058108034
    - type: nauc_map_at_1000_max
      value: 21.82284691419632
    - type: nauc_map_at_100_diff1
      value: 42.513945119173414
    - type: nauc_map_at_100_max
      value: 21.824969680261194
    - type: nauc_map_at_10_diff1
      value: 42.21492283731788
    - type: nauc_map_at_10_max
      value: 21.305888026069674
    - type: nauc_map_at_1_diff1
      value: 47.62145355083881
    - type: nauc_map_at_1_max
      value: 22.35827304798013
    - type: nauc_map_at_20_diff1
      value: 42.31982757448588
    - type: nauc_map_at_20_max
      value: 21.594656622891048
    - type: nauc_map_at_3_diff1
      value: 44.10607386887907
    - type: nauc_map_at_3_max
      value: 21.690680453680425
    - type: nauc_map_at_5_diff1
      value: 43.24911634980367
    - type: nauc_map_at_5_max
      value: 21.736719675567752
    - type: nauc_mrr_at_1000_diff1
      value: 41.98881956610886
    - type: nauc_mrr_at_1000_max
      value: 23.673388697614747
    - type: nauc_mrr_at_100_diff1
      value: 41.975077881853366
    - type: nauc_mrr_at_100_max
      value: 23.680855488904697
    - type: nauc_mrr_at_10_diff1
      value: 41.753512191582516
    - type: nauc_mrr_at_10_max
      value: 23.286885884623786
    - type: nauc_mrr_at_1_diff1
      value: 48.01121917180329
    - type: nauc_mrr_at_1_max
      value: 25.91040117459629
    - type: nauc_mrr_at_20_diff1
      value: 41.837798974871795
    - type: nauc_mrr_at_20_max
      value: 23.53887919859698
    - type: nauc_mrr_at_3_diff1
      value: 43.74425619417245
    - type: nauc_mrr_at_3_max
      value: 23.80181072142051
    - type: nauc_mrr_at_5_diff1
      value: 42.77128789582419
    - type: nauc_mrr_at_5_max
      value: 23.78994160229315
    - type: nauc_ndcg_at_1000_diff1
      value: 40.4038817214834
    - type: nauc_ndcg_at_1000_max
      value: 22.308549183052513
    - type: nauc_ndcg_at_100_diff1
      value: 40.55678288183828
    - type: nauc_ndcg_at_100_max
      value: 22.609367205269443
    - type: nauc_ndcg_at_10_diff1
      value: 38.83098871853759
    - type: nauc_ndcg_at_10_max
      value: 20.68362628733941
    - type: nauc_ndcg_at_1_diff1
      value: 48.01121917180329
    - type: nauc_ndcg_at_1_max
      value: 25.91040117459629
    - type: nauc_ndcg_at_20_diff1
      value: 39.061663618713894
    - type: nauc_ndcg_at_20_max
      value: 21.476419663219456
    - type: nauc_ndcg_at_3_diff1
      value: 42.736087127795955
    - type: nauc_ndcg_at_3_max
      value: 21.742127165660058
    - type: nauc_ndcg_at_5_diff1
      value: 41.186966297966734
    - type: nauc_ndcg_at_5_max
      value: 21.759401429767212
    - type: nauc_precision_at_1000_diff1
      value: 6.654559938649311
    - type: nauc_precision_at_1000_max
      value: 16.806910891601543
    - type: nauc_precision_at_100_diff1
      value: 25.864492780814064
    - type: nauc_precision_at_100_max
      value: 25.263440890575012
    - type: nauc_precision_at_10_diff1
      value: 28.182469153166974
    - type: nauc_precision_at_10_max
      value: 21.10173854858086
    - type: nauc_precision_at_1_diff1
      value: 48.01121917180329
    - type: nauc_precision_at_1_max
      value: 25.91040117459629
    - type: nauc_precision_at_20_diff1
      value: 26.16409861031152
    - type: nauc_precision_at_20_max
      value: 22.589571974868473
    - type: nauc_precision_at_3_diff1
      value: 39.49309649649902
    - type: nauc_precision_at_3_max
      value: 23.66194846956826
    - type: nauc_precision_at_5_diff1
      value: 35.47688709673743
    - type: nauc_precision_at_5_max
      value: 23.5888265356714
    - type: nauc_recall_at_1000_diff1
      value: 28.057334771322758
    - type: nauc_recall_at_1000_max
      value: 17.48633214718912
    - type: nauc_recall_at_100_diff1
      value: 35.67263027900714
    - type: nauc_recall_at_100_max
      value: 23.115839579250103
    - type: nauc_recall_at_10_diff1
      value: 28.261498615045998
    - type: nauc_recall_at_10_max
      value: 16.20575819609654
    - type: nauc_recall_at_1_diff1
      value: 47.62145355083881
    - type: nauc_recall_at_1_max
      value: 22.35827304798013
    - type: nauc_recall_at_20_diff1
      value: 28.255566253430192
    - type: nauc_recall_at_20_max
      value: 18.257219460506295
    - type: nauc_recall_at_3_diff1
      value: 39.30800774709927
    - type: nauc_recall_at_3_max
      value: 19.810995082445473
    - type: nauc_recall_at_5_diff1
      value: 35.27158910591411
    - type: nauc_recall_at_5_max
      value: 19.678077623550937
    - type: ndcg_at_1
      value: 22.373
    - type: ndcg_at_10
      value: 31.918000000000003
    - type: ndcg_at_100
      value: 36.992000000000004
    - type: ndcg_at_1000
      value: 39.513
    - type: ndcg_at_20
      value: 33.983999999999995
    - type: ndcg_at_3
      value: 26.832
    - type: ndcg_at_5
      value: 29.078
    - type: precision_at_1
      value: 22.373
    - type: precision_at_10
      value: 5.04
    - type: precision_at_100
      value: 0.7979999999999999
    - type: precision_at_1000
      value: 0.106
    - type: precision_at_20
      value: 3.0
    - type: precision_at_3
      value: 11.299
    - type: precision_at_5
      value: 8.045
    - type: recall_at_1
      value: 20.618
    - type: recall_at_10
      value: 44.202000000000005
    - type: recall_at_100
      value: 67.242
    - type: recall_at_1000
      value: 86.69200000000001
    - type: recall_at_20
      value: 52.03
    - type: recall_at_3
      value: 30.386000000000003
    - type: recall_at_5
      value: 35.858000000000004
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-mathematica
      name: MTEB CQADupstackMathematicaRetrieval
      config: default
      split: test
      revision: 90fceea13679c63fe563ded68f3b6f06e50061de
    metrics:
    - type: map_at_1
      value: 12.731
    - type: map_at_10
      value: 19.054
    - type: map_at_100
      value: 20.313
    - type: map_at_1000
      value: 20.443
    - type: map_at_20
      value: 19.77
    - type: map_at_3
      value: 16.596
    - type: map_at_5
      value: 18.013
    - type: mrr_at_1
      value: 15.796019900497512
    - type: mrr_at_10
      value: 22.789327173655526
    - type: mrr_at_100
      value: 23.862539649948847
    - type: mrr_at_1000
      value: 23.946663050199312
    - type: mrr_at_20
      value: 23.427143696525313
    - type: mrr_at_3
      value: 20.27363184079603
    - type: mrr_at_5
      value: 21.68532338308458
    - type: nauc_map_at_1000_diff1
      value: 27.516068477843454
    - type: nauc_map_at_1000_max
      value: 17.80187067129459
    - type: nauc_map_at_100_diff1
      value: 27.49088157159594
    - type: nauc_map_at_100_max
      value: 17.78426299327126
    - type: nauc_map_at_10_diff1
      value: 27.322013804309574
    - type: nauc_map_at_10_max
      value: 17.001651979041277
    - type: nauc_map_at_1_diff1
      value: 32.676819886304166
    - type: nauc_map_at_1_max
      value: 15.203042726400561
    - type: nauc_map_at_20_diff1
      value: 27.44288664011662
    - type: nauc_map_at_20_max
      value: 17.908350138714276
    - type: nauc_map_at_3_diff1
      value: 28.50114932717826
    - type: nauc_map_at_3_max
      value: 17.780823694386235
    - type: nauc_map_at_5_diff1
      value: 27.86215762055489
    - type: nauc_map_at_5_max
      value: 17.50773539133613
    - type: nauc_mrr_at_1000_diff1
      value: 29.947843223207236
    - type: nauc_mrr_at_1000_max
      value: 19.62172810233295
    - type: nauc_mrr_at_100_diff1
      value: 29.9288142137001
    - type: nauc_mrr_at_100_max
      value: 19.629003114636255
    - type: nauc_mrr_at_10_diff1
      value: 29.97657648240847
    - type: nauc_mrr_at_10_max
      value: 19.194295823726197
    - type: nauc_mrr_at_1_diff1
      value: 35.00554412354239
    - type: nauc_mrr_at_1_max
      value: 17.759999184794772
    - type: nauc_mrr_at_20_diff1
      value: 29.96168512518019
    - type: nauc_mrr_at_20_max
      value: 19.812693338679974
    - type: nauc_mrr_at_3_diff1
      value: 31.869293054331997
    - type: nauc_mrr_at_3_max
      value: 19.72221933712261
    - type: nauc_mrr_at_5_diff1
      value: 30.633662242516408
    - type: nauc_mrr_at_5_max
      value: 19.633065520422832
    - type: nauc_ndcg_at_1000_diff1
      value: 26.41309716877246
    - type: nauc_ndcg_at_1000_max
      value: 19.407030290375477
    - type: nauc_ndcg_at_100_diff1
      value: 26.033991008430068
    - type: nauc_ndcg_at_100_max
      value: 19.18116285140471
    - type: nauc_ndcg_at_10_diff1
      value: 25.58417445038125
    - type: nauc_ndcg_at_10_max
      value: 17.264882794530223
    - type: nauc_ndcg_at_1_diff1
      value: 35.00554412354239
    - type: nauc_ndcg_at_1_max
      value: 17.759999184794772
    - type: nauc_ndcg_at_20_diff1
      value: 25.93407473459688
    - type: nauc_ndcg_at_20_max
      value: 19.950029090611025
    - type: nauc_ndcg_at_3_diff1
      value: 28.72061546564716
    - type: nauc_ndcg_at_3_max
      value: 19.386795976250635
    - type: nauc_ndcg_at_5_diff1
      value: 27.154487593736675
    - type: nauc_ndcg_at_5_max
      value: 18.600609597997746
    - type: nauc_precision_at_1000_diff1
      value: 5.41924757448531
    - type: nauc_precision_at_1000_max
      value: 6.545740061131494
    - type: nauc_precision_at_100_diff1
      value: 14.592825976137824
    - type: nauc_precision_at_100_max
      value: 14.125640563802245
    - type: nauc_precision_at_10_diff1
      value: 21.4491651411123
    - type: nauc_precision_at_10_max
      value: 16.9551658679841
    - type: nauc_precision_at_1_diff1
      value: 35.00554412354239
    - type: nauc_precision_at_1_max
      value: 17.759999184794772
    - type: nauc_precision_at_20_diff1
      value: 19.92971906917106
    - type: nauc_precision_at_20_max
      value: 23.22690053316326
    - type: nauc_precision_at_3_diff1
      value: 27.57959149246176
    - type: nauc_precision_at_3_max
      value: 22.093284431161333
    - type: nauc_precision_at_5_diff1
      value: 25.25496908645805
    - type: nauc_precision_at_5_max
      value: 20.458763176343208
    - type: nauc_recall_at_1000_diff1
      value: 16.984282437643287
    - type: nauc_recall_at_1000_max
      value: 24.737697260268117
    - type: nauc_recall_at_100_diff1
      value: 17.950878545274918
    - type: nauc_recall_at_100_max
      value: 19.837467082624126
    - type: nauc_recall_at_10_diff1
      value: 18.161945687752247
    - type: nauc_recall_at_10_max
      value: 14.97915128596929
    - type: nauc_recall_at_1_diff1
      value: 32.676819886304166
    - type: nauc_recall_at_1_max
      value: 15.203042726400561
    - type: nauc_recall_at_20_diff1
      value: 19.155358112421517
    - type: nauc_recall_at_20_max
      value: 22.374680334603898
    - type: nauc_recall_at_3_diff1
      value: 24.842029532917927
    - type: nauc_recall_at_3_max
      value: 20.135627867318494
    - type: nauc_recall_at_5_diff1
      value: 22.00729745995486
    - type: nauc_recall_at_5_max
      value: 18.21612524182701
    - type: ndcg_at_1
      value: 15.796
    - type: ndcg_at_10
      value: 23.528
    - type: ndcg_at_100
      value: 29.537000000000003
    - type: ndcg_at_1000
      value: 32.719
    - type: ndcg_at_20
      value: 25.935000000000002
    - type: ndcg_at_3
      value: 18.908
    - type: ndcg_at_5
      value: 21.154
    - type: precision_at_1
      value: 15.796
    - type: precision_at_10
      value: 4.515000000000001
    - type: precision_at_100
      value: 0.8789999999999999
    - type: precision_at_1000
      value: 0.129
    - type: precision_at_20
      value: 2.942
    - type: precision_at_3
      value: 9.163
    - type: precision_at_5
      value: 7.04
    - type: recall_at_1
      value: 12.731
    - type: recall_at_10
      value: 33.797
    - type: recall_at_100
      value: 59.914
    - type: recall_at_1000
      value: 82.718
    - type: recall_at_20
      value: 42.347
    - type: recall_at_3
      value: 20.923
    - type: recall_at_5
      value: 26.71
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-physics
      name: MTEB CQADupstackPhysicsRetrieval
      config: default
      split: test
      revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
    metrics:
    - type: map_at_1
      value: 23.567
    - type: map_at_10
      value: 32.628
    - type: map_at_100
      value: 33.908
    - type: map_at_1000
      value: 34.039
    - type: map_at_20
      value: 33.363
    - type: map_at_3
      value: 29.726999999999997
    - type: map_at_5
      value: 31.347
    - type: mrr_at_1
      value: 29.25890279114533
    - type: mrr_at_10
      value: 38.079960890355494
    - type: mrr_at_100
      value: 38.97514464689193
    - type: mrr_at_1000
      value: 39.038125614768354
    - type: mrr_at_20
      value: 38.620932209488565
    - type: mrr_at_3
      value: 35.65928777670837
    - type: mrr_at_5
      value: 37.00673724735321
    - type: nauc_map_at_1000_diff1
      value: 44.243962711843174
    - type: nauc_map_at_1000_max
      value: 26.557934640504595
    - type: nauc_map_at_100_diff1
      value: 44.24191729725104
    - type: nauc_map_at_100_max
      value: 26.520477564732385
    - type: nauc_map_at_10_diff1
      value: 44.33869154968317
    - type: nauc_map_at_10_max
      value: 26.044484632871434
    - type: nauc_map_at_1_diff1
      value: 50.15813855147419
    - type: nauc_map_at_1_max
      value: 26.303389987904445
    - type: nauc_map_at_20_diff1
      value: 44.3113665446356
    - type: nauc_map_at_20_max
      value: 26.237662556133813
    - type: nauc_map_at_3_diff1
      value: 45.85173282565928
    - type: nauc_map_at_3_max
      value: 26.32504035565671
    - type: nauc_map_at_5_diff1
      value: 44.78643814548486
    - type: nauc_map_at_5_max
      value: 26.334504875414634
    - type: nauc_mrr_at_1000_diff1
      value: 43.626249945153624
    - type: nauc_mrr_at_1000_max
      value: 29.330289291530644
    - type: nauc_mrr_at_100_diff1
      value: 43.613407635792015
    - type: nauc_mrr_at_100_max
      value: 29.319268635273986
    - type: nauc_mrr_at_10_diff1
      value: 43.63724190566422
    - type: nauc_mrr_at_10_max
      value: 29.108055344568847
    - type: nauc_mrr_at_1_diff1
      value: 48.217336788734755
    - type: nauc_mrr_at_1_max
      value: 30.672813296466302
    - type: nauc_mrr_at_20_diff1
      value: 43.649017818875166
    - type: nauc_mrr_at_20_max
      value: 29.261304940945127
    - type: nauc_mrr_at_3_diff1
      value: 44.675792519491715
    - type: nauc_mrr_at_3_max
      value: 29.675911336957483
    - type: nauc_mrr_at_5_diff1
      value: 43.64775996596029
    - type: nauc_mrr_at_5_max
      value: 29.45182353499564
    - type: nauc_ndcg_at_1000_diff1
      value: 41.87489199354678
    - type: nauc_ndcg_at_1000_max
      value: 27.93893077509421
    - type: nauc_ndcg_at_100_diff1
      value: 41.670343791634906
    - type: nauc_ndcg_at_100_max
      value: 27.313715056723876
    - type: nauc_ndcg_at_10_diff1
      value: 41.85016751613856
    - type: nauc_ndcg_at_10_max
      value: 25.643066472480765
    - type: nauc_ndcg_at_1_diff1
      value: 48.217336788734755
    - type: nauc_ndcg_at_1_max
      value: 30.672813296466302
    - type: nauc_ndcg_at_20_diff1
      value: 41.97037963181627
    - type: nauc_ndcg_at_20_max
      value: 26.33944171406708
    - type: nauc_ndcg_at_3_diff1
      value: 44.06711834714099
    - type: nauc_ndcg_at_3_max
      value: 27.34491521639161
    - type: nauc_ndcg_at_5_diff1
      value: 42.4168573468611
    - type: nauc_ndcg_at_5_max
      value: 26.65793931965115
    - type: nauc_precision_at_1000_diff1
      value: -9.551422528655461
    - type: nauc_precision_at_1000_max
      value: 8.34835764204442
    - type: nauc_precision_at_100_diff1
      value: 2.2233830685766245
    - type: nauc_precision_at_100_max
      value: 18.020691836598584
    - type: nauc_precision_at_10_diff1
      value: 19.325743761791916
    - type: nauc_precision_at_10_max
      value: 23.679007985508786
    - type: nauc_precision_at_1_diff1
      value: 48.217336788734755
    - type: nauc_precision_at_1_max
      value: 30.672813296466302
    - type: nauc_precision_at_20_diff1
      value: 13.87527519424572
    - type: nauc_precision_at_20_max
      value: 22.302645068156657
    - type: nauc_precision_at_3_diff1
      value: 33.05090446279134
    - type: nauc_precision_at_3_max
      value: 29.389174313703947
    - type: nauc_precision_at_5_diff1
      value: 25.75562225572127
    - type: nauc_precision_at_5_max
      value: 27.147828437597372
    - type: nauc_recall_at_1000_diff1
      value: 19.621088665598236
    - type: nauc_recall_at_1000_max
      value: 30.43205196145353
    - type: nauc_recall_at_100_diff1
      value: 27.23232029826097
    - type: nauc_recall_at_100_max
      value: 22.14067215503966
    - type: nauc_recall_at_10_diff1
      value: 33.10443747704974
    - type: nauc_recall_at_10_max
      value: 19.41308822202282
    - type: nauc_recall_at_1_diff1
      value: 50.15813855147419
    - type: nauc_recall_at_1_max
      value: 26.303389987904445
    - type: nauc_recall_at_20_diff1
      value: 32.276483197865936
    - type: nauc_recall_at_20_max
      value: 20.72725151323571
    - type: nauc_recall_at_3_diff1
      value: 40.22031270566891
    - type: nauc_recall_at_3_max
      value: 23.9301104444151
    - type: nauc_recall_at_5_diff1
      value: 35.98209271954092
    - type: nauc_recall_at_5_max
      value: 22.83878482624863
    - type: ndcg_at_1
      value: 29.259
    - type: ndcg_at_10
      value: 38.207
    - type: ndcg_at_100
      value: 43.711
    - type: ndcg_at_1000
      value: 46.341
    - type: ndcg_at_20
      value: 40.498
    - type: ndcg_at_3
      value: 33.532000000000004
    - type: ndcg_at_5
      value: 35.69
    - type: precision_at_1
      value: 29.259
    - type: precision_at_10
      value: 7.007
    - type: precision_at_100
      value: 1.1560000000000001
    - type: precision_at_1000
      value: 0.158
    - type: precision_at_20
      value: 4.244
    - type: precision_at_3
      value: 16.041
    - type: precision_at_5
      value: 11.511000000000001
    - type: recall_at_1
      value: 23.567
    - type: recall_at_10
      value: 49.523
    - type: recall_at_100
      value: 72.562
    - type: recall_at_1000
      value: 90.178
    - type: recall_at_20
      value: 57.621
    - type: recall_at_3
      value: 36.282
    - type: recall_at_5
      value: 41.921
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-programmers
      name: MTEB CQADupstackProgrammersRetrieval
      config: default
      split: test
      revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
    metrics:
    - type: map_at_1
      value: 22.266
    - type: map_at_10
      value: 30.25
    - type: map_at_100
      value: 31.581
    - type: map_at_1000
      value: 31.704
    - type: map_at_20
      value: 30.952
    - type: map_at_3
      value: 27.466
    - type: map_at_5
      value: 29.072
    - type: mrr_at_1
      value: 27.397260273972602
    - type: mrr_at_10
      value: 35.2599296948612
    - type: mrr_at_100
      value: 36.24881323819273
    - type: mrr_at_1000
      value: 36.31077886612844
    - type: mrr_at_20
      value: 35.848406062858004
    - type: mrr_at_3
      value: 32.591324200913256
    - type: mrr_at_5
      value: 34.235159817351594
    - type: nauc_map_at_1000_diff1
      value: 49.041338317944216
    - type: nauc_map_at_1000_max
      value: 38.50873723942883
    - type: nauc_map_at_100_diff1
      value: 49.01701126534856
    - type: nauc_map_at_100_max
      value: 38.49295698329094
    - type: nauc_map_at_10_diff1
      value: 49.095813348188166
    - type: nauc_map_at_10_max
      value: 37.90864503064915
    - type: nauc_map_at_1_diff1
      value: 55.75650937633808
    - type: nauc_map_at_1_max
      value: 36.45803206536568
    - type: nauc_map_at_20_diff1
      value: 48.88486278259804
    - type: nauc_map_at_20_max
      value: 38.234576284979276
    - type: nauc_map_at_3_diff1
      value: 50.800510951074344
    - type: nauc_map_at_3_max
      value: 36.75190407865029
    - type: nauc_map_at_5_diff1
      value: 49.60838604964711
    - type: nauc_map_at_5_max
      value: 37.32035047604114
    - type: nauc_mrr_at_1000_diff1
      value: 49.13411044876944
    - type: nauc_mrr_at_1000_max
      value: 38.97006615081024
    - type: nauc_mrr_at_100_diff1
      value: 49.11706960503639
    - type: nauc_mrr_at_100_max
      value: 38.96559788105358
    - type: nauc_mrr_at_10_diff1
      value: 49.092123992814116
    - type: nauc_mrr_at_10_max
      value: 38.94728645893312
    - type: nauc_mrr_at_1_diff1
      value: 55.47287529444724
    - type: nauc_mrr_at_1_max
      value: 40.293546568686224
    - type: nauc_mrr_at_20_diff1
      value: 48.96467402915927
    - type: nauc_mrr_at_20_max
      value: 38.86612256286537
    - type: nauc_mrr_at_3_diff1
      value: 50.69348233488136
    - type: nauc_mrr_at_3_max
      value: 39.07374242862782
    - type: nauc_mrr_at_5_diff1
      value: 49.48713462272688
    - type: nauc_mrr_at_5_max
      value: 38.903556289495874
    - type: nauc_ndcg_at_1000_diff1
      value: 46.865532935814144
    - type: nauc_ndcg_at_1000_max
      value: 39.54745630513795
    - type: nauc_ndcg_at_100_diff1
      value: 46.320278315069814
    - type: nauc_ndcg_at_100_max
      value: 39.38111071082402
    - type: nauc_ndcg_at_10_diff1
      value: 46.21493444038667
    - type: nauc_ndcg_at_10_max
      value: 38.21912668950852
    - type: nauc_ndcg_at_1_diff1
      value: 55.47287529444724
    - type: nauc_ndcg_at_1_max
      value: 40.293546568686224
    - type: nauc_ndcg_at_20_diff1
      value: 45.64094089105446
    - type: nauc_ndcg_at_20_max
      value: 38.59596868552488
    - type: nauc_ndcg_at_3_diff1
      value: 49.016415433673835
    - type: nauc_ndcg_at_3_max
      value: 37.89533426315243
    - type: nauc_ndcg_at_5_diff1
      value: 47.20788719798163
    - type: nauc_ndcg_at_5_max
      value: 37.682560665048904
    - type: nauc_precision_at_1000_diff1
      value: -7.359826953607673
    - type: nauc_precision_at_1000_max
      value: 5.6412152804640066
    - type: nauc_precision_at_100_diff1
      value: 4.466458911297046
    - type: nauc_precision_at_100_max
      value: 24.578741906158726
    - type: nauc_precision_at_10_diff1
      value: 22.359709568967506
    - type: nauc_precision_at_10_max
      value: 36.47969015950308
    - type: nauc_precision_at_1_diff1
      value: 55.47287529444724
    - type: nauc_precision_at_1_max
      value: 40.293546568686224
    - type: nauc_precision_at_20_diff1
      value: 14.120893949469135
    - type: nauc_precision_at_20_max
      value: 34.249667264582534
    - type: nauc_precision_at_3_diff1
      value: 37.7007086171551
    - type: nauc_precision_at_3_max
      value: 37.95445662666999
    - type: nauc_precision_at_5_diff1
      value: 29.715009411494712
    - type: nauc_precision_at_5_max
      value: 36.89274409767293
    - type: nauc_recall_at_1000_diff1
      value: 32.33111662036445
    - type: nauc_recall_at_1000_max
      value: 45.35170430166642
    - type: nauc_recall_at_100_diff1
      value: 32.144354498328035
    - type: nauc_recall_at_100_max
      value: 36.84062501935607
    - type: nauc_recall_at_10_diff1
      value: 36.14633959446269
    - type: nauc_recall_at_10_max
      value: 35.448585836721506
    - type: nauc_recall_at_1_diff1
      value: 55.75650937633808
    - type: nauc_recall_at_1_max
      value: 36.45803206536568
    - type: nauc_recall_at_20_diff1
      value: 32.97579259309187
    - type: nauc_recall_at_20_max
      value: 35.23418118770078
    - type: nauc_recall_at_3_diff1
      value: 44.664415627999816
    - type: nauc_recall_at_3_max
      value: 34.31461153552717
    - type: nauc_recall_at_5_diff1
      value: 40.19780197689489
    - type: nauc_recall_at_5_max
      value: 34.5962677637341
    - type: ndcg_at_1
      value: 27.397
    - type: ndcg_at_10
      value: 35.443999999999996
    - type: ndcg_at_100
      value: 41.429
    - type: ndcg_at_1000
      value: 44.059
    - type: ndcg_at_20
      value: 37.714999999999996
    - type: ndcg_at_3
      value: 30.679000000000002
    - type: ndcg_at_5
      value: 32.992
    - type: precision_at_1
      value: 27.397
    - type: precision_at_10
      value: 6.5409999999999995
    - type: precision_at_100
      value: 1.102
    - type: precision_at_1000
      value: 0.151
    - type: precision_at_20
      value: 3.961
    - type: precision_at_3
      value: 14.536
    - type: precision_at_5
      value: 10.685
    - type: recall_at_1
      value: 22.266
    - type: recall_at_10
      value: 46.071
    - type: recall_at_100
      value: 72.064
    - type: recall_at_1000
      value: 90.038
    - type: recall_at_20
      value: 54.342999999999996
    - type: recall_at_3
      value: 32.926
    - type: recall_at_5
      value: 38.75
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-stats
      name: MTEB CQADupstackStatsRetrieval
      config: default
      split: test
      revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
    metrics:
    - type: map_at_1
      value: 17.261000000000003
    - type: map_at_10
      value: 23.753
    - type: map_at_100
      value: 24.627
    - type: map_at_1000
      value: 24.735
    - type: map_at_20
      value: 24.274
    - type: map_at_3
      value: 21.413
    - type: map_at_5
      value: 22.745
    - type: mrr_at_1
      value: 19.32515337423313
    - type: mrr_at_10
      value: 25.910081312688664
    - type: mrr_at_100
      value: 26.732545270907544
    - type: mrr_at_1000
      value: 26.81958074650717
    - type: mrr_at_20
      value: 26.38483873098964
    - type: mrr_at_3
      value: 23.77300613496933
    - type: mrr_at_5
      value: 25.02300613496933
    - type: nauc_map_at_1000_diff1
      value: 51.2509463814842
    - type: nauc_map_at_1000_max
      value: 34.59378039517527
    - type: nauc_map_at_100_diff1
      value: 51.20195960756142
    - type: nauc_map_at_100_max
      value: 34.52292810417864
    - type: nauc_map_at_10_diff1
      value: 50.971047162244375
    - type: nauc_map_at_10_max
      value: 34.42837100976023
    - type: nauc_map_at_1_diff1
      value: 61.66057666415862
    - type: nauc_map_at_1_max
      value: 34.54325674205874
    - type: nauc_map_at_20_diff1
      value: 51.16950921599598
    - type: nauc_map_at_20_max
      value: 34.50836855076594
    - type: nauc_map_at_3_diff1
      value: 52.980211175481394
    - type: nauc_map_at_3_max
      value: 34.10535134653065
    - type: nauc_map_at_5_diff1
      value: 51.825290665802
    - type: nauc_map_at_5_max
      value: 34.48591848937056
    - type: nauc_mrr_at_1000_diff1
      value: 51.50014502932111
    - type: nauc_mrr_at_1000_max
      value: 36.80362520167512
    - type: nauc_mrr_at_100_diff1
      value: 51.447470381911685
    - type: nauc_mrr_at_100_max
      value: 36.776788558968704
    - type: nauc_mrr_at_10_diff1
      value: 51.264885407403696
    - type: nauc_mrr_at_10_max
      value: 36.93350671984603
    - type: nauc_mrr_at_1_diff1
      value: 60.877750778528494
    - type: nauc_mrr_at_1_max
      value: 36.49057984523738
    - type: nauc_mrr_at_20_diff1
      value: 51.3534499982496
    - type: nauc_mrr_at_20_max
      value: 36.84780620387409
    - type: nauc_mrr_at_3_diff1
      value: 53.30071892113097
    - type: nauc_mrr_at_3_max
      value: 36.820559680318546
    - type: nauc_mrr_at_5_diff1
      value: 52.220386246212556
    - type: nauc_mrr_at_5_max
      value: 37.04291739287823
    - type: nauc_ndcg_at_1000_diff1
      value: 48.42608193180114
    - type: nauc_ndcg_at_1000_max
      value: 35.93812099772579
    - type: nauc_ndcg_at_100_diff1
      value: 47.5791516869875
    - type: nauc_ndcg_at_100_max
      value: 34.85361305271241
    - type: nauc_ndcg_at_10_diff1
      value: 46.85004446008741
    - type: nauc_ndcg_at_10_max
      value: 34.62550268395681
    - type: nauc_ndcg_at_1_diff1
      value: 60.877750778528494
    - type: nauc_ndcg_at_1_max
      value: 36.49057984523738
    - type: nauc_ndcg_at_20_diff1
      value: 47.301675307241545
    - type: nauc_ndcg_at_20_max
      value: 34.762713095272225
    - type: nauc_ndcg_at_3_diff1
      value: 50.570168102906564
    - type: nauc_ndcg_at_3_max
      value: 35.019669654163586
    - type: nauc_ndcg_at_5_diff1
      value: 48.66877986875303
    - type: nauc_ndcg_at_5_max
      value: 35.01212166467292
    - type: nauc_precision_at_1000_diff1
      value: 14.228081363546169
    - type: nauc_precision_at_1000_max
      value: 32.18702497143084
    - type: nauc_precision_at_100_diff1
      value: 27.494269464828974
    - type: nauc_precision_at_100_max
      value: 37.41573760452751
    - type: nauc_precision_at_10_diff1
      value: 33.933451544379366
    - type: nauc_precision_at_10_max
      value: 38.49427569486423
    - type: nauc_precision_at_1_diff1
      value: 60.877750778528494
    - type: nauc_precision_at_1_max
      value: 36.49057984523738
    - type: nauc_precision_at_20_diff1
      value: 34.397803404800605
    - type: nauc_precision_at_20_max
      value: 40.15514058102005
    - type: nauc_precision_at_3_diff1
      value: 42.88433793638738
    - type: nauc_precision_at_3_max
      value: 38.4764975067788
    - type: nauc_precision_at_5_diff1
      value: 38.93369587658407
    - type: nauc_precision_at_5_max
      value: 39.456916993900585
    - type: nauc_recall_at_1000_diff1
      value: 37.19758635716514
    - type: nauc_recall_at_1000_max
      value: 36.93465372531077
    - type: nauc_recall_at_100_diff1
      value: 35.404949235194174
    - type: nauc_recall_at_100_max
      value: 30.630300224996066
    - type: nauc_recall_at_10_diff1
      value: 34.702045929932055
    - type: nauc_recall_at_10_max
      value: 31.534616746827915
    - type: nauc_recall_at_1_diff1
      value: 61.66057666415862
    - type: nauc_recall_at_1_max
      value: 34.54325674205874
    - type: nauc_recall_at_20_diff1
      value: 35.24947576154629
    - type: nauc_recall_at_20_max
      value: 31.041888309997695
    - type: nauc_recall_at_3_diff1
      value: 43.141135363012054
    - type: nauc_recall_at_3_max
      value: 31.535167376189584
    - type: nauc_recall_at_5_diff1
      value: 38.72810643136954
    - type: nauc_recall_at_5_max
      value: 32.01182215240314
    - type: ndcg_at_1
      value: 19.325
    - type: ndcg_at_10
      value: 27.722
    - type: ndcg_at_100
      value: 32.0
    - type: ndcg_at_1000
      value: 34.77
    - type: ndcg_at_20
      value: 29.465000000000003
    - type: ndcg_at_3
      value: 23.341
    - type: ndcg_at_5
      value: 25.529000000000003
    - type: precision_at_1
      value: 19.325
    - type: precision_at_10
      value: 4.601
    - type: precision_at_100
      value: 0.721
    - type: precision_at_1000
      value: 0.104
    - type: precision_at_20
      value: 2.692
    - type: precision_at_3
      value: 10.327
    - type: precision_at_5
      value: 7.515
    - type: recall_at_1
      value: 17.261000000000003
    - type: recall_at_10
      value: 37.802
    - type: recall_at_100
      value: 57.166
    - type: recall_at_1000
      value: 77.469
    - type: recall_at_20
      value: 44.318999999999996
    - type: recall_at_3
      value: 26.116
    - type: recall_at_5
      value: 31.366
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-tex
      name: MTEB CQADupstackTexRetrieval
      config: default
      split: test
      revision: 46989137a86843e03a6195de44b09deda022eec7
    metrics:
    - type: map_at_1
      value: 12.961
    - type: map_at_10
      value: 18.740000000000002
    - type: map_at_100
      value: 19.703
    - type: map_at_1000
      value: 19.825
    - type: map_at_20
      value: 19.216
    - type: map_at_3
      value: 16.694
    - type: map_at_5
      value: 17.743000000000002
    - type: mrr_at_1
      value: 16.10461114934618
    - type: mrr_at_10
      value: 22.051188564437027
    - type: mrr_at_100
      value: 22.947710833057016
    - type: mrr_at_1000
      value: 23.031251789042475
    - type: mrr_at_20
      value: 22.535362926344344
    - type: mrr_at_3
      value: 20.061940812112866
    - type: mrr_at_5
      value: 21.092567102546468
    - type: nauc_map_at_1000_diff1
      value: 28.720484948469466
    - type: nauc_map_at_1000_max
      value: 22.865440767140637
    - type: nauc_map_at_100_diff1
      value: 28.725034760353314
    - type: nauc_map_at_100_max
      value: 22.84046004129796
    - type: nauc_map_at_10_diff1
      value: 28.952012695372698
    - type: nauc_map_at_10_max
      value: 22.793975798196286
    - type: nauc_map_at_1_diff1
      value: 35.53613349593089
    - type: nauc_map_at_1_max
      value: 24.140548014012747
    - type: nauc_map_at_20_diff1
      value: 28.853451957069336
    - type: nauc_map_at_20_max
      value: 22.799743549101326
    - type: nauc_map_at_3_diff1
      value: 29.951337425480883
    - type: nauc_map_at_3_max
      value: 22.610756063409553
    - type: nauc_map_at_5_diff1
      value: 29.37330668286449
    - type: nauc_map_at_5_max
      value: 22.57878266649173
    - type: nauc_mrr_at_1000_diff1
      value: 27.90192701434291
    - type: nauc_mrr_at_1000_max
      value: 23.7579661122046
    - type: nauc_mrr_at_100_diff1
      value: 27.900632259474882
    - type: nauc_mrr_at_100_max
      value: 23.75784428285424
    - type: nauc_mrr_at_10_diff1
      value: 28.00880872779524
    - type: nauc_mrr_at_10_max
      value: 23.798169424406627
    - type: nauc_mrr_at_1_diff1
      value: 34.309863568911425
    - type: nauc_mrr_at_1_max
      value: 26.916059981932417
    - type: nauc_mrr_at_20_diff1
      value: 28.043424996676624
    - type: nauc_mrr_at_20_max
      value: 23.783097407351868
    - type: nauc_mrr_at_3_diff1
      value: 28.872236354185237
    - type: nauc_mrr_at_3_max
      value: 24.10001094600915
    - type: nauc_mrr_at_5_diff1
      value: 28.431586921893327
    - type: nauc_mrr_at_5_max
      value: 23.793770139983565
    - type: nauc_ndcg_at_1000_diff1
      value: 25.26133758890153
    - type: nauc_ndcg_at_1000_max
      value: 22.369863581700518
    - type: nauc_ndcg_at_100_diff1
      value: 25.295918102117653
    - type: nauc_ndcg_at_100_max
      value: 22.19607938223796
    - type: nauc_ndcg_at_10_diff1
      value: 26.73394941848248
    - type: nauc_ndcg_at_10_max
      value: 22.53565041597461
    - type: nauc_ndcg_at_1_diff1
      value: 34.309863568911425
    - type: nauc_ndcg_at_1_max
      value: 26.916059981932417
    - type: nauc_ndcg_at_20_diff1
      value: 26.483879384526325
    - type: nauc_ndcg_at_20_max
      value: 22.37283043808397
    - type: nauc_ndcg_at_3_diff1
      value: 28.233989865507585
    - type: nauc_ndcg_at_3_max
      value: 23.18337582626765
    - type: nauc_ndcg_at_5_diff1
      value: 27.586183431281597
    - type: nauc_ndcg_at_5_max
      value: 22.525122228978613
    - type: nauc_precision_at_1000_diff1
      value: 4.291961797660381
    - type: nauc_precision_at_1000_max
      value: 20.066766200392706
    - type: nauc_precision_at_100_diff1
      value: 9.25374685617893
    - type: nauc_precision_at_100_max
      value: 23.561539434177973
    - type: nauc_precision_at_10_diff1
      value: 18.543124835189897
    - type: nauc_precision_at_10_max
      value: 25.99560427639843
    - type: nauc_precision_at_1_diff1
      value: 34.309863568911425
    - type: nauc_precision_at_1_max
      value: 26.916059981932417
    - type: nauc_precision_at_20_diff1
      value: 17.32859805675752
    - type: nauc_precision_at_20_max
      value: 25.111647024470713
    - type: nauc_precision_at_3_diff1
      value: 23.11307218784423
    - type: nauc_precision_at_3_max
      value: 25.43882757760188
    - type: nauc_precision_at_5_diff1
      value: 21.066799573535427
    - type: nauc_precision_at_5_max
      value: 25.53816237609956
    - type: nauc_recall_at_1000_diff1
      value: 9.108450047050564
    - type: nauc_recall_at_1000_max
      value: 15.552865366057592
    - type: nauc_recall_at_100_diff1
      value: 14.425072798063132
    - type: nauc_recall_at_100_max
      value: 17.05584096508452
    - type: nauc_recall_at_10_diff1
      value: 20.957155461035747
    - type: nauc_recall_at_10_max
      value: 18.77313505623332
    - type: nauc_recall_at_1_diff1
      value: 35.53613349593089
    - type: nauc_recall_at_1_max
      value: 24.140548014012747
    - type: nauc_recall_at_20_diff1
      value: 19.96872494547587
    - type: nauc_recall_at_20_max
      value: 18.462760317549197
    - type: nauc_recall_at_3_diff1
      value: 24.694266156911524
    - type: nauc_recall_at_3_max
      value: 19.640837676020173
    - type: nauc_recall_at_5_diff1
      value: 23.065469774243972
    - type: nauc_recall_at_5_max
      value: 18.657460685134776
    - type: ndcg_at_1
      value: 16.105
    - type: ndcg_at_10
      value: 22.708000000000002
    - type: ndcg_at_100
      value: 27.653
    - type: ndcg_at_1000
      value: 30.812
    - type: ndcg_at_20
      value: 24.346
    - type: ndcg_at_3
      value: 18.95
    - type: ndcg_at_5
      value: 20.522000000000002
    - type: precision_at_1
      value: 16.105
    - type: precision_at_10
      value: 4.267
    - type: precision_at_100
      value: 0.799
    - type: precision_at_1000
      value: 0.124
    - type: precision_at_20
      value: 2.6100000000000003
    - type: precision_at_3
      value: 9.049999999999999
    - type: precision_at_5
      value: 6.593
    - type: recall_at_1
      value: 12.961
    - type: recall_at_10
      value: 31.438
    - type: recall_at_100
      value: 54.129000000000005
    - type: recall_at_1000
      value: 77.076
    - type: recall_at_20
      value: 37.518
    - type: recall_at_3
      value: 20.997
    - type: recall_at_5
      value: 25.074999999999996
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-unix
      name: MTEB CQADupstackUnixRetrieval
      config: default
      split: test
      revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
    metrics:
    - type: map_at_1
      value: 20.709
    - type: map_at_10
      value: 28.738999999999997
    - type: map_at_100
      value: 29.815
    - type: map_at_1000
      value: 29.932
    - type: map_at_20
      value: 29.282999999999998
    - type: map_at_3
      value: 26.441
    - type: map_at_5
      value: 27.777
    - type: mrr_at_1
      value: 24.53358208955224
    - type: mrr_at_10
      value: 32.394463693437544
    - type: mrr_at_100
      value: 33.350174597946385
    - type: mrr_at_1000
      value: 33.41993464841955
    - type: mrr_at_20
      value: 32.94076610467875
    - type: mrr_at_3
      value: 30.130597014925375
    - type: mrr_at_5
      value: 31.473880597014904
    - type: nauc_map_at_1000_diff1
      value: 40.692748340864746
    - type: nauc_map_at_1000_max
      value: 35.57839095914156
    - type: nauc_map_at_100_diff1
      value: 40.650799378493744
    - type: nauc_map_at_100_max
      value: 35.53795709449845
    - type: nauc_map_at_10_diff1
      value: 40.89383138365538
    - type: nauc_map_at_10_max
      value: 35.44293342259398
    - type: nauc_map_at_1_diff1
      value: 49.12072003473875
    - type: nauc_map_at_1_max
      value: 35.88899688359625
    - type: nauc_map_at_20_diff1
      value: 40.67489507417953
    - type: nauc_map_at_20_max
      value: 35.37903608045856
    - type: nauc_map_at_3_diff1
      value: 41.5317838231129
    - type: nauc_map_at_3_max
      value: 35.46770908063441
    - type: nauc_map_at_5_diff1
      value: 40.846545617446004
    - type: nauc_map_at_5_max
      value: 35.14965178055238
    - type: nauc_mrr_at_1000_diff1
      value: 40.73361687958999
    - type: nauc_mrr_at_1000_max
      value: 37.121713108339534
    - type: nauc_mrr_at_100_diff1
      value: 40.71129341657058
    - type: nauc_mrr_at_100_max
      value: 37.11517896403668
    - type: nauc_mrr_at_10_diff1
      value: 40.72473147121323
    - type: nauc_mrr_at_10_max
      value: 37.04589115955753
    - type: nauc_mrr_at_1_diff1
      value: 48.388878266455734
    - type: nauc_mrr_at_1_max
      value: 37.526360339847045
    - type: nauc_mrr_at_20_diff1
      value: 40.61982213089854
    - type: nauc_mrr_at_20_max
      value: 37.00491513836514
    - type: nauc_mrr_at_3_diff1
      value: 41.37485831338118
    - type: nauc_mrr_at_3_max
      value: 37.47176509970741
    - type: nauc_mrr_at_5_diff1
      value: 40.93161777811511
    - type: nauc_mrr_at_5_max
      value: 37.078286920815906
    - type: nauc_ndcg_at_1000_diff1
      value: 38.5467813816651
    - type: nauc_ndcg_at_1000_max
      value: 36.596764984052825
    - type: nauc_ndcg_at_100_diff1
      value: 37.67469746267849
    - type: nauc_ndcg_at_100_max
      value: 35.8208874944717
    - type: nauc_ndcg_at_10_diff1
      value: 38.66595637217053
    - type: nauc_ndcg_at_10_max
      value: 35.6228257599822
    - type: nauc_ndcg_at_1_diff1
      value: 48.388878266455734
    - type: nauc_ndcg_at_1_max
      value: 37.526360339847045
    - type: nauc_ndcg_at_20_diff1
      value: 37.890275853954094
    - type: nauc_ndcg_at_20_max
      value: 35.25047254404629
    - type: nauc_ndcg_at_3_diff1
      value: 39.87230430483416
    - type: nauc_ndcg_at_3_max
      value: 36.008184210199325
    - type: nauc_ndcg_at_5_diff1
      value: 38.841236541335206
    - type: nauc_ndcg_at_5_max
      value: 35.192374109201246
    - type: nauc_precision_at_1000_diff1
      value: 1.657722375056512
    - type: nauc_precision_at_1000_max
      value: 11.706401779440883
    - type: nauc_precision_at_100_diff1
      value: 10.20061825548431
    - type: nauc_precision_at_100_max
      value: 22.845634742237408
    - type: nauc_precision_at_10_diff1
      value: 26.632700346478916
    - type: nauc_precision_at_10_max
      value: 32.62334674689399
    - type: nauc_precision_at_1_diff1
      value: 48.388878266455734
    - type: nauc_precision_at_1_max
      value: 37.526360339847045
    - type: nauc_precision_at_20_diff1
      value: 20.876173735564592
    - type: nauc_precision_at_20_max
      value: 28.850377091435526
    - type: nauc_precision_at_3_diff1
      value: 32.025223944269
    - type: nauc_precision_at_3_max
      value: 35.71025859086816
    - type: nauc_precision_at_5_diff1
      value: 28.967780161302443
    - type: nauc_precision_at_5_max
      value: 33.49195837301289
    - type: nauc_recall_at_1000_diff1
      value: 23.608841697077036
    - type: nauc_recall_at_1000_max
      value: 41.20735928314203
    - type: nauc_recall_at_100_diff1
      value: 22.76475282031864
    - type: nauc_recall_at_100_max
      value: 30.663804567546897
    - type: nauc_recall_at_10_diff1
      value: 31.20793541893715
    - type: nauc_recall_at_10_max
      value: 32.83480866538358
    - type: nauc_recall_at_1_diff1
      value: 49.12072003473875
    - type: nauc_recall_at_1_max
      value: 35.88899688359625
    - type: nauc_recall_at_20_diff1
      value: 27.465280423335305
    - type: nauc_recall_at_20_max
      value: 30.40284795095875
    - type: nauc_recall_at_3_diff1
      value: 34.792488128346164
    - type: nauc_recall_at_3_max
      value: 34.223694348326724
    - type: nauc_recall_at_5_diff1
      value: 32.528565271564474
    - type: nauc_recall_at_5_max
      value: 32.428759553708744
    - type: ndcg_at_1
      value: 24.534
    - type: ndcg_at_10
      value: 33.363
    - type: ndcg_at_100
      value: 38.737
    - type: ndcg_at_1000
      value: 41.508
    - type: ndcg_at_20
      value: 35.288000000000004
    - type: ndcg_at_3
      value: 29.083
    - type: ndcg_at_5
      value: 31.212
    - type: precision_at_1
      value: 24.534
    - type: precision_at_10
      value: 5.588
    - type: precision_at_100
      value: 0.932
    - type: precision_at_1000
      value: 0.129
    - type: precision_at_20
      value: 3.3300000000000005
    - type: precision_at_3
      value: 13.245999999999999
    - type: precision_at_5
      value: 9.366
    - type: recall_at_1
      value: 20.709
    - type: recall_at_10
      value: 43.924
    - type: recall_at_100
      value: 67.823
    - type: recall_at_1000
      value: 87.665
    - type: recall_at_20
      value: 50.893
    - type: recall_at_3
      value: 32.175
    - type: recall_at_5
      value: 37.649
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-webmasters
      name: MTEB CQADupstackWebmastersRetrieval
      config: default
      split: test
      revision: 160c094312a0e1facb97e55eeddb698c0abe3571
    metrics:
    - type: map_at_1
      value: 22.305
    - type: map_at_10
      value: 30.379
    - type: map_at_100
      value: 31.782
    - type: map_at_1000
      value: 32.012
    - type: map_at_20
      value: 31.064000000000004
    - type: map_at_3
      value: 27.881
    - type: map_at_5
      value: 29.160000000000004
    - type: mrr_at_1
      value: 27.07509881422925
    - type: mrr_at_10
      value: 34.71610515088775
    - type: mrr_at_100
      value: 35.64647402926793
    - type: mrr_at_1000
      value: 35.72461288830468
    - type: mrr_at_20
      value: 35.21386515614449
    - type: mrr_at_3
      value: 32.608695652173914
    - type: mrr_at_5
      value: 33.73517786561265
    - type: nauc_map_at_1000_diff1
      value: 40.06942921592567
    - type: nauc_map_at_1000_max
      value: 34.948952917618826
    - type: nauc_map_at_100_diff1
      value: 40.26652655508838
    - type: nauc_map_at_100_max
      value: 35.05037692834513
    - type: nauc_map_at_10_diff1
      value: 40.40482595725152
    - type: nauc_map_at_10_max
      value: 34.76994801074602
    - type: nauc_map_at_1_diff1
      value: 48.449155396082276
    - type: nauc_map_at_1_max
      value: 31.923255733967675
    - type: nauc_map_at_20_diff1
      value: 40.43121378897672
    - type: nauc_map_at_20_max
      value: 34.955059887164744
    - type: nauc_map_at_3_diff1
      value: 41.520030101234
    - type: nauc_map_at_3_max
      value: 33.87326916343342
    - type: nauc_map_at_5_diff1
      value: 40.68085798830698
    - type: nauc_map_at_5_max
      value: 34.52274061079644
    - type: nauc_mrr_at_1000_diff1
      value: 38.58624602600238
    - type: nauc_mrr_at_1000_max
      value: 36.71589604244066
    - type: nauc_mrr_at_100_diff1
      value: 38.57954339254479
    - type: nauc_mrr_at_100_max
      value: 36.71451461262756
    - type: nauc_mrr_at_10_diff1
      value: 38.39778240600376
    - type: nauc_mrr_at_10_max
      value: 36.867440078145805
    - type: nauc_mrr_at_1_diff1
      value: 45.54773488737558
    - type: nauc_mrr_at_1_max
      value: 35.46157252708776
    - type: nauc_mrr_at_20_diff1
      value: 38.56226741939672
    - type: nauc_mrr_at_20_max
      value: 36.79076112969171
    - type: nauc_mrr_at_3_diff1
      value: 39.241048736996326
    - type: nauc_mrr_at_3_max
      value: 36.81497880532945
    - type: nauc_mrr_at_5_diff1
      value: 38.75938933304581
    - type: nauc_mrr_at_5_max
      value: 36.91112394256869
    - type: nauc_ndcg_at_1000_diff1
      value: 37.01015933832102
    - type: nauc_ndcg_at_1000_max
      value: 36.14674427038953
    - type: nauc_ndcg_at_100_diff1
      value: 37.46009355653446
    - type: nauc_ndcg_at_100_max
      value: 36.168362134330415
    - type: nauc_ndcg_at_10_diff1
      value: 36.87998378155374
    - type: nauc_ndcg_at_10_max
      value: 36.03488979078424
    - type: nauc_ndcg_at_1_diff1
      value: 45.54773488737558
    - type: nauc_ndcg_at_1_max
      value: 35.46157252708776
    - type: nauc_ndcg_at_20_diff1
      value: 37.32245335628528
    - type: nauc_ndcg_at_20_max
      value: 35.98153437861986
    - type: nauc_ndcg_at_3_diff1
      value: 38.4065595992595
    - type: nauc_ndcg_at_3_max
      value: 36.16984761665991
    - type: nauc_ndcg_at_5_diff1
      value: 37.528041451543274
    - type: nauc_ndcg_at_5_max
      value: 36.29795461312836
    - type: nauc_precision_at_1000_diff1
      value: -27.028565760553704
    - type: nauc_precision_at_1000_max
      value: -6.211061610108618
    - type: nauc_precision_at_100_diff1
      value: -11.543495827856747
    - type: nauc_precision_at_100_max
      value: 10.08227744965561
    - type: nauc_precision_at_10_diff1
      value: 11.91615180702728
    - type: nauc_precision_at_10_max
      value: 31.648399736572237
    - type: nauc_precision_at_1_diff1
      value: 45.54773488737558
    - type: nauc_precision_at_1_max
      value: 35.46157252708776
    - type: nauc_precision_at_20_diff1
      value: 7.106796337295673
    - type: nauc_precision_at_20_max
      value: 28.270776285978005
    - type: nauc_precision_at_3_diff1
      value: 27.025372640430305
    - type: nauc_precision_at_3_max
      value: 37.05993782016582
    - type: nauc_precision_at_5_diff1
      value: 20.36905717821343
    - type: nauc_precision_at_5_max
      value: 36.78762312900936
    - type: nauc_recall_at_1000_diff1
      value: 15.327824598428135
    - type: nauc_recall_at_1000_max
      value: 37.388077518454125
    - type: nauc_recall_at_100_diff1
      value: 26.663273479931682
    - type: nauc_recall_at_100_max
      value: 35.19719455819416
    - type: nauc_recall_at_10_diff1
      value: 29.457868053419173
    - type: nauc_recall_at_10_max
      value: 34.69858107618685
    - type: nauc_recall_at_1_diff1
      value: 48.449155396082276
    - type: nauc_recall_at_1_max
      value: 31.923255733967675
    - type: nauc_recall_at_20_diff1
      value: 28.740287691134785
    - type: nauc_recall_at_20_max
      value: 33.54392173053316
    - type: nauc_recall_at_3_diff1
      value: 34.36341724443082
    - type: nauc_recall_at_3_max
      value: 34.23281133452072
    - type: nauc_recall_at_5_diff1
      value: 31.778622196668138
    - type: nauc_recall_at_5_max
      value: 35.09923813897011
    - type: ndcg_at_1
      value: 27.075
    - type: ndcg_at_10
      value: 35.35
    - type: ndcg_at_100
      value: 40.822
    - type: ndcg_at_1000
      value: 43.961
    - type: ndcg_at_20
      value: 37.13
    - type: ndcg_at_3
      value: 31.419000000000004
    - type: ndcg_at_5
      value: 33.032000000000004
    - type: precision_at_1
      value: 27.075
    - type: precision_at_10
      value: 6.64
    - type: precision_at_100
      value: 1.35
    - type: precision_at_1000
      value: 0.232
    - type: precision_at_20
      value: 4.14
    - type: precision_at_3
      value: 14.427000000000001
    - type: precision_at_5
      value: 10.435
    - type: recall_at_1
      value: 22.305
    - type: recall_at_10
      value: 44.456
    - type: recall_at_100
      value: 69.57799999999999
    - type: recall_at_1000
      value: 89.262
    - type: recall_at_20
      value: 51.434999999999995
    - type: recall_at_3
      value: 33.141999999999996
    - type: recall_at_5
      value: 37.51
  - task:
      type: Retrieval
    dataset:
      type: mteb/cqadupstack-wordpress
      name: MTEB CQADupstackWordpressRetrieval
      config: default
      split: test
      revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
    metrics:
    - type: map_at_1
      value: 15.723999999999998
    - type: map_at_10
      value: 22.479
    - type: map_at_100
      value: 23.494
    - type: map_at_1000
      value: 23.613
    - type: map_at_20
      value: 23.043
    - type: map_at_3
      value: 20.49
    - type: map_at_5
      value: 21.711
    - type: mrr_at_1
      value: 17.375231053604438
    - type: mrr_at_10
      value: 24.391485491300635
    - type: mrr_at_100
      value: 25.3451706703197
    - type: mrr_at_1000
      value: 25.4338976938353
    - type: mrr_at_20
      value: 24.932480156623605
    - type: mrr_at_3
      value: 22.48921749845963
    - type: mrr_at_5
      value: 23.62600123228588
    - type: nauc_map_at_1000_diff1
      value: 26.568452594006768
    - type: nauc_map_at_1000_max
      value: 22.6643108995624
    - type: nauc_map_at_100_diff1
      value: 26.56713050875225
    - type: nauc_map_at_100_max
      value: 22.72845024690553
    - type: nauc_map_at_10_diff1
      value: 26.48034872839756
    - type: nauc_map_at_10_max
      value: 22.77864909505566
    - type: nauc_map_at_1_diff1
      value: 35.16513757522047
    - type: nauc_map_at_1_max
      value: 22.34690217093654
    - type: nauc_map_at_20_diff1
      value: 26.373663262670444
    - type: nauc_map_at_20_max
      value: 22.587491027571254
    - type: nauc_map_at_3_diff1
      value: 27.621000302198922
    - type: nauc_map_at_3_max
      value: 22.84661442384809
    - type: nauc_map_at_5_diff1
      value: 26.765290689478732
    - type: nauc_map_at_5_max
      value: 22.988851260881056
    - type: nauc_mrr_at_1000_diff1
      value: 27.28527950781967
    - type: nauc_mrr_at_1000_max
      value: 22.818092962601042
    - type: nauc_mrr_at_100_diff1
      value: 27.29780478860489
    - type: nauc_mrr_at_100_max
      value: 22.85092145520846
    - type: nauc_mrr_at_10_diff1
      value: 27.245118068210814
    - type: nauc_mrr_at_10_max
      value: 22.93612080353226
    - type: nauc_mrr_at_1_diff1
      value: 36.22401042267479
    - type: nauc_mrr_at_1_max
      value: 24.1620633176196
    - type: nauc_mrr_at_20_diff1
      value: 27.10137249046854
    - type: nauc_mrr_at_20_max
      value: 22.74832608433313
    - type: nauc_mrr_at_3_diff1
      value: 28.803394273224846
    - type: nauc_mrr_at_3_max
      value: 23.58218274270813
    - type: nauc_mrr_at_5_diff1
      value: 27.548514879068392
    - type: nauc_mrr_at_5_max
      value: 23.202061782986362
    - type: nauc_ndcg_at_1000_diff1
      value: 24.255610268405004
    - type: nauc_ndcg_at_1000_max
      value: 21.021653182317866
    - type: nauc_ndcg_at_100_diff1
      value: 24.38035576235643
    - type: nauc_ndcg_at_100_max
      value: 22.01602046149638
    - type: nauc_ndcg_at_10_diff1
      value: 23.72345010383346
    - type: nauc_ndcg_at_10_max
      value: 22.379426846697886
    - type: nauc_ndcg_at_1_diff1
      value: 36.22401042267479
    - type: nauc_ndcg_at_1_max
      value: 24.1620633176196
    - type: nauc_ndcg_at_20_diff1
      value: 23.238204223853767
    - type: nauc_ndcg_at_20_max
      value: 21.524058764754642
    - type: nauc_ndcg_at_3_diff1
      value: 26.154431437162284
    - type: nauc_ndcg_at_3_max
      value: 23.12477560308262
    - type: nauc_ndcg_at_5_diff1
      value: 24.381279154864856
    - type: nauc_ndcg_at_5_max
      value: 22.928738776001943
    - type: nauc_precision_at_1000_diff1
      value: 10.866194934427694
    - type: nauc_precision_at_1000_max
      value: -8.119816513990198
    - type: nauc_precision_at_100_diff1
      value: 16.347299053203397
    - type: nauc_precision_at_100_max
      value: 13.26292415361133
    - type: nauc_precision_at_10_diff1
      value: 16.63699688800471
    - type: nauc_precision_at_10_max
      value: 22.375088256427286
    - type: nauc_precision_at_1_diff1
      value: 36.22401042267479
    - type: nauc_precision_at_1_max
      value: 24.1620633176196
    - type: nauc_precision_at_20_diff1
      value: 15.555806748912909
    - type: nauc_precision_at_20_max
      value: 18.55637142126297
    - type: nauc_precision_at_3_diff1
      value: 21.119629681631707
    - type: nauc_precision_at_3_max
      value: 25.238443284915007
    - type: nauc_precision_at_5_diff1
      value: 18.173398326347908
    - type: nauc_precision_at_5_max
      value: 24.277628318544387
    - type: nauc_recall_at_1000_diff1
      value: 11.904300629344641
    - type: nauc_recall_at_1000_max
      value: 4.543701587503855
    - type: nauc_recall_at_100_diff1
      value: 17.873778791471032
    - type: nauc_recall_at_100_max
      value: 18.07160995779775
    - type: nauc_recall_at_10_diff1
      value: 15.715088403469021
    - type: nauc_recall_at_10_max
      value: 20.285351500657857
    - type: nauc_recall_at_1_diff1
      value: 35.16513757522047
    - type: nauc_recall_at_1_max
      value: 22.34690217093654
    - type: nauc_recall_at_20_diff1
      value: 13.584020684215409
    - type: nauc_recall_at_20_max
      value: 16.915404230260844
    - type: nauc_recall_at_3_diff1
      value: 20.57543835256644
    - type: nauc_recall_at_3_max
      value: 22.257888049364798
    - type: nauc_recall_at_5_diff1
      value: 17.196563781054497
    - type: nauc_recall_at_5_max
      value: 21.786295860256278
    - type: ndcg_at_1
      value: 17.375
    - type: ndcg_at_10
      value: 26.458
    - type: ndcg_at_100
      value: 31.630999999999997
    - type: ndcg_at_1000
      value: 34.648
    - type: ndcg_at_20
      value: 28.429
    - type: ndcg_at_3
      value: 22.572
    - type: ndcg_at_5
      value: 24.627
    - type: precision_at_1
      value: 17.375
    - type: precision_at_10
      value: 4.3069999999999995
    - type: precision_at_100
      value: 0.747
    - type: precision_at_1000
      value: 0.11299999999999999
    - type: precision_at_20
      value: 2.616
    - type: precision_at_3
      value: 9.982000000000001
    - type: precision_at_5
      value: 7.172000000000001
    - type: recall_at_1
      value: 15.723999999999998
    - type: recall_at_10
      value: 36.848
    - type: recall_at_100
      value: 60.843
    - type: recall_at_1000
      value: 83.35900000000001
    - type: recall_at_20
      value: 44.239
    - type: recall_at_3
      value: 26.512999999999998
    - type: recall_at_5
      value: 31.447999999999997
  - task:
      type: Retrieval
    dataset:
      type: mteb/climate-fever
      name: MTEB ClimateFEVER
      config: default
      split: test
      revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
    metrics:
    - type: map_at_1
      value: 7.556
    - type: map_at_10
      value: 14.451
    - type: map_at_100
      value: 16.098000000000003
    - type: map_at_1000
      value: 16.292
    - type: map_at_20
      value: 15.354000000000001
    - type: map_at_3
      value: 11.788
    - type: map_at_5
      value: 13.036
    - type: mrr_at_1
      value: 17.850162866449512
    - type: mrr_at_10
      value: 29.02070730572359
    - type: mrr_at_100
      value: 30.10374653258222
    - type: mrr_at_1000
      value: 30.159660391788854
    - type: mrr_at_20
      value: 29.705480653232243
    - type: mrr_at_3
      value: 25.287730727470116
    - type: mrr_at_5
      value: 27.437567861020568
    - type: nauc_map_at_1000_diff1
      value: 19.209527081030096
    - type: nauc_map_at_1000_max
      value: 31.647208883839507
    - type: nauc_map_at_100_diff1
      value: 19.20806522507485
    - type: nauc_map_at_100_max
      value: 31.548780447276
    - type: nauc_map_at_10_diff1
      value: 19.169908589166987
    - type: nauc_map_at_10_max
      value: 30.501288768500395
    - type: nauc_map_at_1_diff1
      value: 26.988959334325852
    - type: nauc_map_at_1_max
      value: 27.356073363716522
    - type: nauc_map_at_20_diff1
      value: 19.09827492317952
    - type: nauc_map_at_20_max
      value: 31.134688299749186
    - type: nauc_map_at_3_diff1
      value: 19.934035735585724
    - type: nauc_map_at_3_max
      value: 29.22218051641785
    - type: nauc_map_at_5_diff1
      value: 19.398656144868713
    - type: nauc_map_at_5_max
      value: 29.045993729549778
    - type: nauc_mrr_at_1000_diff1
      value: 16.978829558159727
    - type: nauc_mrr_at_1000_max
      value: 27.016129985398962
    - type: nauc_mrr_at_100_diff1
      value: 16.95693929120996
    - type: nauc_mrr_at_100_max
      value: 27.02464201206241
    - type: nauc_mrr_at_10_diff1
      value: 16.922383134541786
    - type: nauc_mrr_at_10_max
      value: 26.917342116854172
    - type: nauc_mrr_at_1_diff1
      value: 21.967275710063323
    - type: nauc_mrr_at_1_max
      value: 23.97730021914779
    - type: nauc_mrr_at_20_diff1
      value: 16.933125050384778
    - type: nauc_mrr_at_20_max
      value: 27.07768335891788
    - type: nauc_mrr_at_3_diff1
      value: 16.946763294333316
    - type: nauc_mrr_at_3_max
      value: 25.214811458539
    - type: nauc_mrr_at_5_diff1
      value: 17.04305756647301
    - type: nauc_mrr_at_5_max
      value: 26.130628979961834
    - type: nauc_ndcg_at_1000_diff1
      value: 16.986658675773686
    - type: nauc_ndcg_at_1000_max
      value: 34.4643347153785
    - type: nauc_ndcg_at_100_diff1
      value: 17.057499024976163
    - type: nauc_ndcg_at_100_max
      value: 33.73159453243811
    - type: nauc_ndcg_at_10_diff1
      value: 16.929966520239194
    - type: nauc_ndcg_at_10_max
      value: 31.301536380836026
    - type: nauc_ndcg_at_1_diff1
      value: 21.967275710063323
    - type: nauc_ndcg_at_1_max
      value: 23.97730021914779
    - type: nauc_ndcg_at_20_diff1
      value: 16.900348110026968
    - type: nauc_ndcg_at_20_max
      value: 32.476079344191525
    - type: nauc_ndcg_at_3_diff1
      value: 17.270453057670856
    - type: nauc_ndcg_at_3_max
      value: 27.75387606914448
    - type: nauc_ndcg_at_5_diff1
      value: 17.300131450254998
    - type: nauc_ndcg_at_5_max
      value: 28.707766380169097
    - type: nauc_precision_at_1000_diff1
      value: 2.3756918838598002
    - type: nauc_precision_at_1000_max
      value: 20.23410724169113
    - type: nauc_precision_at_100_diff1
      value: 6.358801887547644
    - type: nauc_precision_at_100_max
      value: 26.742998434337
    - type: nauc_precision_at_10_diff1
      value: 8.985726577486592
    - type: nauc_precision_at_10_max
      value: 29.98846164047006
    - type: nauc_precision_at_1_diff1
      value: 21.967275710063323
    - type: nauc_precision_at_1_max
      value: 23.97730021914779
    - type: nauc_precision_at_20_diff1
      value: 8.689481678265938
    - type: nauc_precision_at_20_max
      value: 30.24412868451184
    - type: nauc_precision_at_3_diff1
      value: 11.498289241456895
    - type: nauc_precision_at_3_max
      value: 26.84419245258572
    - type: nauc_precision_at_5_diff1
      value: 10.894319062565254
    - type: nauc_precision_at_5_max
      value: 27.273788735432884
    - type: nauc_recall_at_1000_diff1
      value: 8.943592557292224
    - type: nauc_recall_at_1000_max
      value: 37.585654238896446
    - type: nauc_recall_at_100_diff1
      value: 10.708206895515247
    - type: nauc_recall_at_100_max
      value: 32.10962530348595
    - type: nauc_recall_at_10_diff1
      value: 12.169794236323957
    - type: nauc_recall_at_10_max
      value: 30.12170288353037
    - type: nauc_recall_at_1_diff1
      value: 26.988959334325852
    - type: nauc_recall_at_1_max
      value: 27.356073363716522
    - type: nauc_recall_at_20_diff1
      value: 11.394888526086374
    - type: nauc_recall_at_20_max
      value: 30.72718903844353
    - type: nauc_recall_at_3_diff1
      value: 15.011650843515994
    - type: nauc_recall_at_3_max
      value: 28.233837827958475
    - type: nauc_recall_at_5_diff1
      value: 13.739007199689038
    - type: nauc_recall_at_5_max
      value: 27.097220418736455
    - type: ndcg_at_1
      value: 17.849999999999998
    - type: ndcg_at_10
      value: 21.712
    - type: ndcg_at_100
      value: 28.552
    - type: ndcg_at_1000
      value: 32.261
    - type: ndcg_at_20
      value: 24.421
    - type: ndcg_at_3
      value: 16.791
    - type: ndcg_at_5
      value: 18.462999999999997
    - type: precision_at_1
      value: 17.849999999999998
    - type: precision_at_10
      value: 7.212000000000001
    - type: precision_at_100
      value: 1.438
    - type: precision_at_1000
      value: 0.212
    - type: precision_at_20
      value: 4.73
    - type: precision_at_3
      value: 12.942
    - type: precision_at_5
      value: 10.280000000000001
    - type: recall_at_1
      value: 7.556
    - type: recall_at_10
      value: 27.891
    - type: recall_at_100
      value: 51.585
    - type: recall_at_1000
      value: 72.638
    - type: recall_at_20
      value: 35.644999999999996
    - type: recall_at_3
      value: 16.026
    - type: recall_at_5
      value: 20.507
  - task:
      type: Retrieval
    dataset:
      type: mteb/dbpedia
      name: MTEB DBPedia
      config: default
      split: test
      revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
    metrics:
    - type: map_at_1
      value: 7.234
    - type: map_at_10
      value: 14.607000000000001
    - type: map_at_100
      value: 20.104
    - type: map_at_1000
      value: 21.478
    - type: map_at_20
      value: 16.619999999999997
    - type: map_at_3
      value: 11.027000000000001
    - type: map_at_5
      value: 12.469
    - type: mrr_at_1
      value: 54.25
    - type: mrr_at_10
      value: 64.63998015873014
    - type: mrr_at_100
      value: 65.1130930093471
    - type: mrr_at_1000
      value: 65.13135082056961
    - type: mrr_at_20
      value: 64.94966038326137
    - type: mrr_at_3
      value: 62.458333333333336
    - type: mrr_at_5
      value: 63.845833333333324
    - type: nauc_map_at_1000_diff1
      value: 22.4158889201391
    - type: nauc_map_at_1000_max
      value: 7.026467662060626
    - type: nauc_map_at_100_diff1
      value: 23.04636496295622
    - type: nauc_map_at_100_max
      value: 4.725540774086458
    - type: nauc_map_at_10_diff1
      value: 23.432494495467783
    - type: nauc_map_at_10_max
      value: -5.821110663085555
    - type: nauc_map_at_1_diff1
      value: 34.840276007257444
    - type: nauc_map_at_1_max
      value: -11.37201527363141
    - type: nauc_map_at_20_diff1
      value: 24.395490704549474
    - type: nauc_map_at_20_max
      value: -2.1089029956487084
    - type: nauc_map_at_3_diff1
      value: 26.996333964606727
    - type: nauc_map_at_3_max
      value: -10.371168153982198
    - type: nauc_map_at_5_diff1
      value: 24.959954478462205
    - type: nauc_map_at_5_max
      value: -8.600893701670593
    - type: nauc_mrr_at_1000_diff1
      value: 35.24039282463778
    - type: nauc_mrr_at_1000_max
      value: 37.114026096308244
    - type: nauc_mrr_at_100_diff1
      value: 35.246986246738324
    - type: nauc_mrr_at_100_max
      value: 37.127597625848175
    - type: nauc_mrr_at_10_diff1
      value: 35.19817679146017
    - type: nauc_mrr_at_10_max
      value: 37.10088394447574
    - type: nauc_mrr_at_1_diff1
      value: 37.871437973819546
    - type: nauc_mrr_at_1_max
      value: 33.639317316766494
    - type: nauc_mrr_at_20_diff1
      value: 35.1331593237111
    - type: nauc_mrr_at_20_max
      value: 37.0319775042493
    - type: nauc_mrr_at_3_diff1
      value: 35.18290669114643
    - type: nauc_mrr_at_3_max
      value: 37.17151353458554
    - type: nauc_mrr_at_5_diff1
      value: 35.27152644879001
    - type: nauc_mrr_at_5_max
      value: 37.59776931748075
    - type: nauc_ndcg_at_1000_diff1
      value: 23.265231375797573
    - type: nauc_ndcg_at_1000_max
      value: 19.253303883964247
    - type: nauc_ndcg_at_100_diff1
      value: 24.65543924960885
    - type: nauc_ndcg_at_100_max
      value: 12.423207189979774
    - type: nauc_ndcg_at_10_diff1
      value: 22.383661242851076
    - type: nauc_ndcg_at_10_max
      value: 12.11544119539834
    - type: nauc_ndcg_at_1_diff1
      value: 35.37762392054306
    - type: nauc_ndcg_at_1_max
      value: 24.33308418951577
    - type: nauc_ndcg_at_20_diff1
      value: 24.56519958043796
    - type: nauc_ndcg_at_20_max
      value: 9.25238387333473
    - type: nauc_ndcg_at_3_diff1
      value: 24.39638864122631
    - type: nauc_ndcg_at_3_max
      value: 18.095896878796434
    - type: nauc_ndcg_at_5_diff1
      value: 21.554177625230157
    - type: nauc_ndcg_at_5_max
      value: 14.90300796432758
    - type: nauc_precision_at_1000_diff1
      value: -14.028751970399872
    - type: nauc_precision_at_1000_max
      value: 22.683829892782335
    - type: nauc_precision_at_100_diff1
      value: -1.4922684516357194
    - type: nauc_precision_at_100_max
      value: 32.211371870388795
    - type: nauc_precision_at_10_diff1
      value: 1.3791441135589875
    - type: nauc_precision_at_10_max
      value: 28.329452472562267
    - type: nauc_precision_at_1_diff1
      value: 37.871437973819546
    - type: nauc_precision_at_1_max
      value: 33.639317316766494
    - type: nauc_precision_at_20_diff1
      value: 3.1829444563318128
    - type: nauc_precision_at_20_max
      value: 30.79822842458981
    - type: nauc_precision_at_3_diff1
      value: 9.890760276356035
    - type: nauc_precision_at_3_max
      value: 27.255950486716085
    - type: nauc_precision_at_5_diff1
      value: 2.835882319987235
    - type: nauc_precision_at_5_max
      value: 27.588094099192865
    - type: nauc_recall_at_1000_diff1
      value: 11.301016973437319
    - type: nauc_recall_at_1000_max
      value: 13.632028573670441
    - type: nauc_recall_at_100_diff1
      value: 16.244420258674484
    - type: nauc_recall_at_100_max
      value: 5.252228595283477
    - type: nauc_recall_at_10_diff1
      value: 17.14009149723741
    - type: nauc_recall_at_10_max
      value: -8.886638909096206
    - type: nauc_recall_at_1_diff1
      value: 34.840276007257444
    - type: nauc_recall_at_1_max
      value: -11.37201527363141
    - type: nauc_recall_at_20_diff1
      value: 18.393774547280316
    - type: nauc_recall_at_20_max
      value: -5.756994115048744
    - type: nauc_recall_at_3_diff1
      value: 23.65687656688717
    - type: nauc_recall_at_3_max
      value: -11.646229125385862
    - type: nauc_recall_at_5_diff1
      value: 21.02934437742109
    - type: nauc_recall_at_5_max
      value: -9.305597108185982
    - type: ndcg_at_1
      value: 42.625
    - type: ndcg_at_10
      value: 32.005
    - type: ndcg_at_100
      value: 36.563
    - type: ndcg_at_1000
      value: 44.207
    - type: ndcg_at_20
      value: 31.608999999999998
    - type: ndcg_at_3
      value: 35.949999999999996
    - type: ndcg_at_5
      value: 33.375
    - type: precision_at_1
      value: 54.25
    - type: precision_at_10
      value: 25.650000000000002
    - type: precision_at_100
      value: 8.260000000000002
    - type: precision_at_1000
      value: 1.806
    - type: precision_at_20
      value: 18.9
    - type: precision_at_3
      value: 39.833
    - type: precision_at_5
      value: 32.7
    - type: recall_at_1
      value: 7.234
    - type: recall_at_10
      value: 20.075000000000003
    - type: recall_at_100
      value: 43.980999999999995
    - type: recall_at_1000
      value: 68.527
    - type: recall_at_20
      value: 26.251
    - type: recall_at_3
      value: 12.534999999999998
    - type: recall_at_5
      value: 15.121
  - task:
      type: Classification
    dataset:
      type: mteb/emotion
      name: MTEB EmotionClassification
      config: default
      split: test
      revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
    metrics:
    - type: accuracy
      value: 40.81
    - type: f1
      value: 36.53895095274932
    - type: f1_weighted
      value: 43.09824575802351
  - task:
      type: Retrieval
    dataset:
      type: mteb/fever
      name: MTEB FEVER
      config: default
      split: test
      revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
    metrics:
    - type: map_at_1
      value: 45.399
    - type: map_at_10
      value: 59.345000000000006
    - type: map_at_100
      value: 59.821000000000005
    - type: map_at_1000
      value: 59.841
    - type: map_at_20
      value: 59.662000000000006
    - type: map_at_3
      value: 56.577
    - type: map_at_5
      value: 58.384
    - type: mrr_at_1
      value: 48.7998799879988
    - type: mrr_at_10
      value: 63.182490868134714
    - type: mrr_at_100
      value: 63.571831061553496
    - type: mrr_at_1000
      value: 63.58053777600791
    - type: mrr_at_20
      value: 63.45420825510186
    - type: mrr_at_3
      value: 60.45604560456103
    - type: mrr_at_5
      value: 62.25322532253252
    - type: nauc_map_at_1000_diff1
      value: 35.07017933142576
    - type: nauc_map_at_1000_max
      value: 8.523823797002448
    - type: nauc_map_at_100_diff1
      value: 35.06363318835806
    - type: nauc_map_at_100_max
      value: 8.522323239837585
    - type: nauc_map_at_10_diff1
      value: 34.99069002859329
    - type: nauc_map_at_10_max
      value: 8.635643511853687
    - type: nauc_map_at_1_diff1
      value: 38.063117939510256
    - type: nauc_map_at_1_max
      value: 5.897821931847972
    - type: nauc_map_at_20_diff1
      value: 35.02816464339912
    - type: nauc_map_at_20_max
      value: 8.57606618814322
    - type: nauc_map_at_3_diff1
      value: 34.74870593960704
    - type: nauc_map_at_3_max
      value: 7.7563142367550855
    - type: nauc_map_at_5_diff1
      value: 34.86268337627808
    - type: nauc_map_at_5_max
      value: 8.440880068028383
    - type: nauc_mrr_at_1000_diff1
      value: 38.05838366137394
    - type: nauc_mrr_at_1000_max
      value: 8.841793483971488
    - type: nauc_mrr_at_100_diff1
      value: 38.055327497620105
    - type: nauc_mrr_at_100_max
      value: 8.852785015905537
    - type: nauc_mrr_at_10_diff1
      value: 37.972785779782065
    - type: nauc_mrr_at_10_max
      value: 9.037378532213502
    - type: nauc_mrr_at_1_diff1
      value: 40.4432565446304
    - type: nauc_mrr_at_1_max
      value: 5.807334670577964
    - type: nauc_mrr_at_20_diff1
      value: 38.02767311040578
    - type: nauc_mrr_at_20_max
      value: 8.935949669165813
    - type: nauc_mrr_at_3_diff1
      value: 37.60471936912395
    - type: nauc_mrr_at_3_max
      value: 8.236789961860858
    - type: nauc_mrr_at_5_diff1
      value: 37.86352377415473
    - type: nauc_mrr_at_5_max
      value: 8.895540094390892
    - type: nauc_ndcg_at_1000_diff1
      value: 35.07160524499026
    - type: nauc_ndcg_at_1000_max
      value: 9.813866402912101
    - type: nauc_ndcg_at_100_diff1
      value: 34.92933991980568
    - type: nauc_ndcg_at_100_max
      value: 9.89567365562028
    - type: nauc_ndcg_at_10_diff1
      value: 34.529981017804104
    - type: nauc_ndcg_at_10_max
      value: 10.607560550422225
    - type: nauc_ndcg_at_1_diff1
      value: 40.4432565446304
    - type: nauc_ndcg_at_1_max
      value: 5.807334670577964
    - type: nauc_ndcg_at_20_diff1
      value: 34.668263021521994
    - type: nauc_ndcg_at_20_max
      value: 10.397799223138245
    - type: nauc_ndcg_at_3_diff1
      value: 34.25729382926051
    - type: nauc_ndcg_at_3_max
      value: 8.745767948993501
    - type: nauc_ndcg_at_5_diff1
      value: 34.33973241023773
    - type: nauc_ndcg_at_5_max
      value: 10.048081516024556
    - type: nauc_precision_at_1000_diff1
      value: -4.077783587263832
    - type: nauc_precision_at_1000_max
      value: 12.765822496184464
    - type: nauc_precision_at_100_diff1
      value: 1.4680450598592432
    - type: nauc_precision_at_100_max
      value: 17.44831984105488
    - type: nauc_precision_at_10_diff1
      value: 19.92695770531176
    - type: nauc_precision_at_10_max
      value: 23.914679743057352
    - type: nauc_precision_at_1_diff1
      value: 40.4432565446304
    - type: nauc_precision_at_1_max
      value: 5.807334670577964
    - type: nauc_precision_at_20_diff1
      value: 12.999177323343336
    - type: nauc_precision_at_20_max
      value: 23.540911859396033
    - type: nauc_precision_at_3_diff1
      value: 29.62941105307629
    - type: nauc_precision_at_3_max
      value: 12.866042509022865
    - type: nauc_precision_at_5_diff1
      value: 26.255704472502938
    - type: nauc_precision_at_5_max
      value: 18.77439128365061
    - type: nauc_recall_at_1000_diff1
      value: 8.920814764522019
    - type: nauc_recall_at_1000_max
      value: 17.655295496605643
    - type: nauc_recall_at_100_diff1
      value: 14.762238468369407
    - type: nauc_recall_at_100_max
      value: 17.048567752646125
    - type: nauc_recall_at_10_diff1
      value: 23.32325502930857
    - type: nauc_recall_at_10_max
      value: 19.556176492083992
    - type: nauc_recall_at_1_diff1
      value: 38.063117939510256
    - type: nauc_recall_at_1_max
      value: 5.897821931847972
    - type: nauc_recall_at_20_diff1
      value: 20.506042184854063
    - type: nauc_recall_at_20_max
      value: 20.561022468033503
    - type: nauc_recall_at_3_diff1
      value: 27.65947022544946
    - type: nauc_recall_at_3_max
      value: 10.81743699331276
    - type: nauc_recall_at_5_diff1
      value: 25.94551760999131
    - type: nauc_recall_at_5_max
      value: 15.156745563504675
    - type: ndcg_at_1
      value: 48.8
    - type: ndcg_at_10
      value: 66.459
    - type: ndcg_at_100
      value: 68.521
    - type: ndcg_at_1000
      value: 68.938
    - type: ndcg_at_20
      value: 67.52
    - type: ndcg_at_3
      value: 61.11299999999999
    - type: ndcg_at_5
      value: 64.21900000000001
    - type: precision_at_1
      value: 48.8
    - type: precision_at_10
      value: 9.256
    - type: precision_at_100
      value: 1.04
    - type: precision_at_1000
      value: 0.109
    - type: precision_at_20
      value: 4.862
    - type: precision_at_3
      value: 25.387999999999998
    - type: precision_at_5
      value: 16.933999999999997
    - type: recall_at_1
      value: 45.399
    - type: recall_at_10
      value: 84.572
    - type: recall_at_100
      value: 93.585
    - type: recall_at_1000
      value: 96.43
    - type: recall_at_20
      value: 88.576
    - type: recall_at_3
      value: 70.283
    - type: recall_at_5
      value: 77.804
  - task:
      type: Retrieval
    dataset:
      type: mteb/fiqa
      name: MTEB FiQA2018
      config: default
      split: test
      revision: 27a168819829fe9bcd655c2df245fb19452e8e06
    metrics:
    - type: map_at_1
      value: 10.773000000000001
    - type: map_at_10
      value: 18.273
    - type: map_at_100
      value: 19.846
    - type: map_at_1000
      value: 20.066
    - type: map_at_20
      value: 19.092000000000002
    - type: map_at_3
      value: 15.653
    - type: map_at_5
      value: 16.996
    - type: mrr_at_1
      value: 22.839506172839506
    - type: mrr_at_10
      value: 30.709264158338218
    - type: mrr_at_100
      value: 31.765285545264728
    - type: mrr_at_1000
      value: 31.84254498770477
    - type: mrr_at_20
      value: 31.28359047494611
    - type: mrr_at_3
      value: 28.34362139917697
    - type: mrr_at_5
      value: 29.578189300411527
    - type: nauc_map_at_1000_diff1
      value: 42.33696758957174
    - type: nauc_map_at_1000_max
      value: 22.28446732536063
    - type: nauc_map_at_100_diff1
      value: 42.280232367289614
    - type: nauc_map_at_100_max
      value: 22.193658543387336
    - type: nauc_map_at_10_diff1
      value: 42.86152992348606
    - type: nauc_map_at_10_max
      value: 21.649513921678768
    - type: nauc_map_at_1_diff1
      value: 50.25274550047308
    - type: nauc_map_at_1_max
      value: 18.793153289309025
    - type: nauc_map_at_20_diff1
      value: 42.68337193792793
    - type: nauc_map_at_20_max
      value: 21.783732998080165
    - type: nauc_map_at_3_diff1
      value: 44.526091901592025
    - type: nauc_map_at_3_max
      value: 20.44240168343812
    - type: nauc_map_at_5_diff1
      value: 43.40025778096801
    - type: nauc_map_at_5_max
      value: 21.337520847399794
    - type: nauc_mrr_at_1000_diff1
      value: 42.76413081015503
    - type: nauc_mrr_at_1000_max
      value: 25.051153181122253
    - type: nauc_mrr_at_100_diff1
      value: 42.726972311439724
    - type: nauc_mrr_at_100_max
      value: 25.041597478239442
    - type: nauc_mrr_at_10_diff1
      value: 43.05815490208189
    - type: nauc_mrr_at_10_max
      value: 25.13689635924164
    - type: nauc_mrr_at_1_diff1
      value: 49.40608982855475
    - type: nauc_mrr_at_1_max
      value: 26.84279922755957
    - type: nauc_mrr_at_20_diff1
      value: 42.68770796904053
    - type: nauc_mrr_at_20_max
      value: 25.00374130766682
    - type: nauc_mrr_at_3_diff1
      value: 43.56229080869875
    - type: nauc_mrr_at_3_max
      value: 25.00272462955036
    - type: nauc_mrr_at_5_diff1
      value: 42.78163485253489
    - type: nauc_mrr_at_5_max
      value: 24.996583555035066
    - type: nauc_ndcg_at_1000_diff1
      value: 39.60623109749308
    - type: nauc_ndcg_at_1000_max
      value: 24.945954161473963
    - type: nauc_ndcg_at_100_diff1
      value: 38.391977738851054
    - type: nauc_ndcg_at_100_max
      value: 23.1495309393186
    - type: nauc_ndcg_at_10_diff1
      value: 40.82447224697167
    - type: nauc_ndcg_at_10_max
      value: 22.103721284897222
    - type: nauc_ndcg_at_1_diff1
      value: 49.40608982855475
    - type: nauc_ndcg_at_1_max
      value: 26.84279922755957
    - type: nauc_ndcg_at_20_diff1
      value: 39.87655648003804
    - type: nauc_ndcg_at_20_max
      value: 21.863160067094732
    - type: nauc_ndcg_at_3_diff1
      value: 42.702330655505094
    - type: nauc_ndcg_at_3_max
      value: 24.30088309227799
    - type: nauc_ndcg_at_5_diff1
      value: 41.15335198539591
    - type: nauc_ndcg_at_5_max
      value: 23.383496342798235
    - type: nauc_precision_at_1000_diff1
      value: 5.078790711874846
    - type: nauc_precision_at_1000_max
      value: 28.270734693277067
    - type: nauc_precision_at_100_diff1
      value: 10.751006733811092
    - type: nauc_precision_at_100_max
      value: 28.016358575658305
    - type: nauc_precision_at_10_diff1
      value: 28.69051966074066
    - type: nauc_precision_at_10_max
      value: 29.264771382133375
    - type: nauc_precision_at_1_diff1
      value: 49.40608982855475
    - type: nauc_precision_at_1_max
      value: 26.84279922755957
    - type: nauc_precision_at_20_diff1
      value: 23.657472193309125
    - type: nauc_precision_at_20_max
      value: 27.08411359763242
    - type: nauc_precision_at_3_diff1
      value: 36.599109026411924
    - type: nauc_precision_at_3_max
      value: 28.383077203742246
    - type: nauc_precision_at_5_diff1
      value: 31.358430042619563
    - type: nauc_precision_at_5_max
      value: 28.555003400952845
    - type: nauc_recall_at_1000_diff1
      value: 20.25194559618304
    - type: nauc_recall_at_1000_max
      value: 23.710031862813118
    - type: nauc_recall_at_100_diff1
      value: 18.359725605438047
    - type: nauc_recall_at_100_max
      value: 13.823806806919805
    - type: nauc_recall_at_10_diff1
      value: 30.54188950640248
    - type: nauc_recall_at_10_max
      value: 15.290504422192791
    - type: nauc_recall_at_1_diff1
      value: 50.25274550047308
    - type: nauc_recall_at_1_max
      value: 18.793153289309025
    - type: nauc_recall_at_20_diff1
      value: 27.314651647568404
    - type: nauc_recall_at_20_max
      value: 14.088522206775039
    - type: nauc_recall_at_3_diff1
      value: 36.125136373927354
    - type: nauc_recall_at_3_max
      value: 16.778297325102113
    - type: nauc_recall_at_5_diff1
      value: 32.03749698394437
    - type: nauc_recall_at_5_max
      value: 17.620359878684805
    - type: ndcg_at_1
      value: 22.84
    - type: ndcg_at_10
      value: 24.467
    - type: ndcg_at_100
      value: 31.270999999999997
    - type: ndcg_at_1000
      value: 35.564
    - type: ndcg_at_20
      value: 26.871000000000002
    - type: ndcg_at_3
      value: 21.128
    - type: ndcg_at_5
      value: 22.203999999999997
    - type: precision_at_1
      value: 22.84
    - type: precision_at_10
      value: 7.114
    - type: precision_at_100
      value: 1.381
    - type: precision_at_1000
      value: 0.213
    - type: precision_at_20
      value: 4.552
    - type: precision_at_3
      value: 14.352
    - type: precision_at_5
      value: 10.864
    - type: recall_at_1
      value: 10.773000000000001
    - type: recall_at_10
      value: 30.564000000000004
    - type: recall_at_100
      value: 56.745999999999995
    - type: recall_at_1000
      value: 82.826
    - type: recall_at_20
      value: 37.844
    - type: recall_at_3
      value: 19.406000000000002
    - type: recall_at_5
      value: 23.724
  - task:
      type: Retrieval
    dataset:
      type: mteb/hotpotqa
      name: MTEB HotpotQA
      config: default
      split: test
      revision: ab518f4d6fcca38d87c25209f94beba119d02014
    metrics:
    - type: map_at_1
      value: 32.046
    - type: map_at_10
      value: 48.443000000000005
    - type: map_at_100
      value: 49.389
    - type: map_at_1000
      value: 49.466
    - type: map_at_20
      value: 48.986000000000004
    - type: map_at_3
      value: 44.893
    - type: map_at_5
      value: 47.075
    - type: mrr_at_1
      value: 64.09182984469953
    - type: mrr_at_10
      value: 72.85266282970527
    - type: mrr_at_100
      value: 73.21185355612093
    - type: mrr_at_1000
      value: 73.2252657846111
    - type: mrr_at_20
      value: 73.10862127718183
    - type: mrr_at_3
      value: 71.3031735313976
    - type: mrr_at_5
      value: 72.34233625928402
    - type: nauc_map_at_1000_diff1
      value: 29.57880669891487
    - type: nauc_map_at_1000_max
      value: 21.845463980026476
    - type: nauc_map_at_100_diff1
      value: 29.55367483685356
    - type: nauc_map_at_100_max
      value: 21.828007798768958
    - type: nauc_map_at_10_diff1
      value: 29.67368554537432
    - type: nauc_map_at_10_max
      value: 21.849279138947868
    - type: nauc_map_at_1_diff1
      value: 61.13740199701338
    - type: nauc_map_at_1_max
      value: 32.6342175820136
    - type: nauc_map_at_20_diff1
      value: 29.598291599316568
    - type: nauc_map_at_20_max
      value: 21.862735577320557
    - type: nauc_map_at_3_diff1
      value: 31.22835556923922
    - type: nauc_map_at_3_max
      value: 22.344809372883315
    - type: nauc_map_at_5_diff1
      value: 30.432000722074665
    - type: nauc_map_at_5_max
      value: 22.27699649933424
    - type: nauc_mrr_at_1000_diff1
      value: 59.26794200803715
    - type: nauc_mrr_at_1000_max
      value: 34.33050463026508
    - type: nauc_mrr_at_100_diff1
      value: 59.26740246956419
    - type: nauc_mrr_at_100_max
      value: 34.33577087313508
    - type: nauc_mrr_at_10_diff1
      value: 59.13786202070478
    - type: nauc_mrr_at_10_max
      value: 34.377953823081384
    - type: nauc_mrr_at_1_diff1
      value: 61.13740199701338
    - type: nauc_mrr_at_1_max
      value: 32.6342175820136
    - type: nauc_mrr_at_20_diff1
      value: 59.22898475872048
    - type: nauc_mrr_at_20_max
      value: 34.34680319223408
    - type: nauc_mrr_at_3_diff1
      value: 59.03499635007199
    - type: nauc_mrr_at_3_max
      value: 34.398014446289544
    - type: nauc_mrr_at_5_diff1
      value: 59.20761322618965
    - type: nauc_mrr_at_5_max
      value: 34.42827235318949
    - type: nauc_ndcg_at_1000_diff1
      value: 32.64061494118113
    - type: nauc_ndcg_at_1000_max
      value: 23.616685748536074
    - type: nauc_ndcg_at_100_diff1
      value: 32.11038119247951
    - type: nauc_ndcg_at_100_max
      value: 23.33285928609271
    - type: nauc_ndcg_at_10_diff1
      value: 32.70477446409243
    - type: nauc_ndcg_at_10_max
      value: 23.662027117393535
    - type: nauc_ndcg_at_1_diff1
      value: 61.13740199701338
    - type: nauc_ndcg_at_1_max
      value: 32.6342175820136
    - type: nauc_ndcg_at_20_diff1
      value: 32.32220211811219
    - type: nauc_ndcg_at_20_max
      value: 23.564270159145643
    - type: nauc_ndcg_at_3_diff1
      value: 35.63724665178986
    - type: nauc_ndcg_at_3_max
      value: 24.820074757992305
    - type: nauc_ndcg_at_5_diff1
      value: 34.27199365493392
    - type: nauc_ndcg_at_5_max
      value: 24.508158825075682
    - type: nauc_precision_at_1000_diff1
      value: -2.430622498990411
    - type: nauc_precision_at_1000_max
      value: 7.822027373881609
    - type: nauc_precision_at_100_diff1
      value: 4.202356673527351
    - type: nauc_precision_at_100_max
      value: 10.321772681063146
    - type: nauc_precision_at_10_diff1
      value: 14.011676403321902
    - type: nauc_precision_at_10_max
      value: 15.666639850967512
    - type: nauc_precision_at_1_diff1
      value: 61.13740199701338
    - type: nauc_precision_at_1_max
      value: 32.6342175820136
    - type: nauc_precision_at_20_diff1
      value: 10.437835060510753
    - type: nauc_precision_at_20_max
      value: 14.10661581882921
    - type: nauc_precision_at_3_diff1
      value: 23.783985172773143
    - type: nauc_precision_at_3_max
      value: 20.590352544033866
    - type: nauc_precision_at_5_diff1
      value: 19.592566862830548
    - type: nauc_precision_at_5_max
      value: 18.88117124055341
    - type: nauc_recall_at_1000_diff1
      value: -2.430622498990057
    - type: nauc_recall_at_1000_max
      value: 7.822027373881757
    - type: nauc_recall_at_100_diff1
      value: 4.202356673527403
    - type: nauc_recall_at_100_max
      value: 10.32177268106303
    - type: nauc_recall_at_10_diff1
      value: 14.011676403321957
    - type: nauc_recall_at_10_max
      value: 15.666639850967554
    - type: nauc_recall_at_1_diff1
      value: 61.13740199701338
    - type: nauc_recall_at_1_max
      value: 32.6342175820136
    - type: nauc_recall_at_20_diff1
      value: 10.437835060510707
    - type: nauc_recall_at_20_max
      value: 14.106615818829187
    - type: nauc_recall_at_3_diff1
      value: 23.783985172773168
    - type: nauc_recall_at_3_max
      value: 20.590352544033934
    - type: nauc_recall_at_5_diff1
      value: 19.59256686283052
    - type: nauc_recall_at_5_max
      value: 18.88117124055339
    - type: ndcg_at_1
      value: 64.092
    - type: ndcg_at_10
      value: 57.964000000000006
    - type: ndcg_at_100
      value: 61.501
    - type: ndcg_at_1000
      value: 63.022
    - type: ndcg_at_20
      value: 59.463
    - type: ndcg_at_3
      value: 52.608
    - type: ndcg_at_5
      value: 55.577
    - type: precision_at_1
      value: 64.092
    - type: precision_at_10
      value: 12.462
    - type: precision_at_100
      value: 1.5230000000000001
    - type: precision_at_1000
      value: 0.172
    - type: precision_at_20
      value: 6.714
    - type: precision_at_3
      value: 33.657
    - type: precision_at_5
      value: 22.533
    - type: recall_at_1
      value: 32.046
    - type: recall_at_10
      value: 62.309000000000005
    - type: recall_at_100
      value: 76.13799999999999
    - type: recall_at_1000
      value: 86.185
    - type: recall_at_20
      value: 67.144
    - type: recall_at_3
      value: 50.486
    - type: recall_at_5
      value: 56.333999999999996
  - task:
      type: Classification
    dataset:
      type: mteb/imdb
      name: MTEB ImdbClassification
      config: default
      split: test
      revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
    metrics:
    - type: accuracy
      value: 73.702
    - type: ap
      value: 67.55549836397681
    - type: ap_weighted
      value: 67.55549836397681
    - type: f1
      value: 73.4581895293936
    - type: f1_weighted
      value: 73.45818952939358
  - task:
      type: Retrieval
    dataset:
      type: mteb/msmarco
      name: MTEB MSMARCO
      config: default
      split: test
      revision: c5a29a104738b98a9e76336939199e264163d4a0
    metrics:
    - type: main_score
      value: 30.051
    - type: map_at_1
      value: 14.244
    - type: map_at_10
      value: 24.143
    - type: map_at_100
      value: 25.402
    - type: map_at_1000
      value: 25.479
    - type: map_at_20
      value: 24.875
    - type: map_at_3
      value: 20.694
    - type: map_at_5
      value: 22.604
    - type: mrr_at_1
      value: 14.584527220630372
    - type: mrr_at_10
      value: 24.557460090053124
    - type: mrr_at_100
      value: 25.785901435660147
    - type: mrr_at_1000
      value: 25.85709282510335
    - type: mrr_at_20
      value: 25.274992596418866
    - type: mrr_at_3
      value: 21.131805157593056
    - type: mrr_at_5
      value: 23.0429799426934
    - type: nauc_map_at_1000_diff1
      value: 27.61711087970365
    - type: nauc_map_at_1000_max
      value: 1.6657479941178627
    - type: nauc_map_at_1000_std
      value: -9.496519569360179
    - type: nauc_map_at_100_diff1
      value: 27.61498736358577
    - type: nauc_map_at_100_max
      value: 1.6634690696430844
    - type: nauc_map_at_100_std
      value: -9.467890975582771
    - type: nauc_map_at_10_diff1
      value: 27.616888705380604
    - type: nauc_map_at_10_max
      value: 1.4276684096575917
    - type: nauc_map_at_10_std
      value: -10.446820384304754
    - type: nauc_map_at_1_diff1
      value: 29.76931787521696
    - type: nauc_map_at_1_max
      value: 0.948603060998731
    - type: nauc_map_at_1_std
      value: -10.775704940266767
    - type: nauc_map_at_20_diff1
      value: 27.57600730820819
    - type: nauc_map_at_20_max
      value: 1.5143185235329178
    - type: nauc_map_at_20_std
      value: -9.849312193865745
    - type: nauc_map_at_3_diff1
      value: 27.890351531157576
    - type: nauc_map_at_3_max
      value: 1.4000607426502167
    - type: nauc_map_at_3_std
      value: -11.118014158060423
    - type: nauc_map_at_5_diff1
      value: 27.786816928992375
    - type: nauc_map_at_5_max
      value: 1.2637200637686197
    - type: nauc_map_at_5_std
      value: -10.922970086569386
    - type: nauc_mrr_at_1000_diff1
      value: 27.42128154832487
    - type: nauc_mrr_at_1000_max
      value: 1.7693836132128472
    - type: nauc_mrr_at_1000_std
      value: -9.304600797518968
    - type: nauc_mrr_at_100_diff1
      value: 27.418466905238215
    - type: nauc_mrr_at_100_max
      value: 1.7702836453764914
    - type: nauc_mrr_at_100_std
      value: -9.27018903363956
    - type: nauc_mrr_at_10_diff1
      value: 27.43223048852499
    - type: nauc_mrr_at_10_max
      value: 1.5863443925517157
    - type: nauc_mrr_at_10_std
      value: -10.19228455560491
    - type: nauc_mrr_at_1_diff1
      value: 29.63894982019449
    - type: nauc_mrr_at_1_max
      value: 1.1350720726087482
    - type: nauc_mrr_at_1_std
      value: -10.706375855749797
    - type: nauc_mrr_at_20_diff1
      value: 27.3813401873824
    - type: nauc_mrr_at_20_max
      value: 1.6349061697179937
    - type: nauc_mrr_at_20_std
      value: -9.62511280355079
    - type: nauc_mrr_at_3_diff1
      value: 27.63825584292618
    - type: nauc_mrr_at_3_max
      value: 1.5014142622215631
    - type: nauc_mrr_at_3_std
      value: -10.937120645836448
    - type: nauc_mrr_at_5_diff1
      value: 27.65874684943374
    - type: nauc_mrr_at_5_max
      value: 1.3921567756597123
    - type: nauc_mrr_at_5_std
      value: -10.715887774339881
    - type: nauc_ndcg_at_1000_diff1
      value: 26.940019720932135
    - type: nauc_ndcg_at_1000_max
      value: 3.071589090811754
    - type: nauc_ndcg_at_1000_std
      value: -5.820914521338
    - type: nauc_ndcg_at_100_diff1
      value: 26.80295695348146
    - type: nauc_ndcg_at_100_max
      value: 3.064374012393309
    - type: nauc_ndcg_at_100_std
      value: -4.689320725729883
    - type: nauc_ndcg_at_10_diff1
      value: 26.73912033432779
    - type: nauc_ndcg_at_10_max
      value: 1.7371596861856863
    - type: nauc_ndcg_at_10_std
      value: -9.587955568967976
    - type: nauc_ndcg_at_1_diff1
      value: 29.63894982019449
    - type: nauc_ndcg_at_1_max
      value: 1.1350720726087482
    - type: nauc_ndcg_at_1_std
      value: -10.706375855749797
    - type: nauc_ndcg_at_20_diff1
      value: 26.554059540064956
    - type: nauc_ndcg_at_20_max
      value: 2.037008011734218
    - type: nauc_ndcg_at_20_std
      value: -7.522356479764311
    - type: nauc_ndcg_at_3_diff1
      value: 27.38197429348882
    - type: nauc_ndcg_at_3_max
      value: 1.5447259968645136
    - type: nauc_ndcg_at_3_std
      value: -11.056572041307833
    - type: nauc_ndcg_at_5_diff1
      value: 27.23078023341192
    - type: nauc_ndcg_at_5_max
      value: 1.3332668241078743
    - type: nauc_ndcg_at_5_std
      value: -10.70755059234365
    - type: nauc_precision_at_1000_diff1
      value: 4.824440345952768
    - type: nauc_precision_at_1000_max
      value: 22.501190150975696
    - type: nauc_precision_at_1000_std
      value: 27.012440321418508
    - type: nauc_precision_at_100_diff1
      value: 18.806308686259437
    - type: nauc_precision_at_100_max
      value: 14.0556087259749
    - type: nauc_precision_at_100_std
      value: 23.65979665814084
    - type: nauc_precision_at_10_diff1
      value: 23.631970615652996
    - type: nauc_precision_at_10_max
      value: 3.2279467100874113
    - type: nauc_precision_at_10_std
      value: -6.612111844206746
    - type: nauc_precision_at_1_diff1
      value: 29.63894982019449
    - type: nauc_precision_at_1_max
      value: 1.1350720726087482
    - type: nauc_precision_at_1_std
      value: -10.706375855749797
    - type: nauc_precision_at_20_diff1
      value: 22.13613457378927
    - type: nauc_precision_at_20_max
      value: 4.984490409308019
    - type: nauc_precision_at_20_std
      value: 1.3959896282348366
    - type: nauc_precision_at_3_diff1
      value: 25.924423449037276
    - type: nauc_precision_at_3_max
      value: 2.119600062847904
    - type: nauc_precision_at_3_std
      value: -10.816296974118274
    - type: nauc_precision_at_5_diff1
      value: 25.47042606356821
    - type: nauc_precision_at_5_max
      value: 1.832019713836658
    - type: nauc_precision_at_5_std
      value: -9.928054676627815
    - type: nauc_recall_at_1000_diff1
      value: 22.574618149749852
    - type: nauc_recall_at_1000_max
      value: 30.82526285969409
    - type: nauc_recall_at_1000_std
      value: 59.21512310658756
    - type: nauc_recall_at_100_diff1
      value: 23.54920706844819
    - type: nauc_recall_at_100_max
      value: 10.975217227651311
    - type: nauc_recall_at_100_std
      value: 24.85603771243269
    - type: nauc_recall_at_10_diff1
      value: 24.413494892666748
    - type: nauc_recall_at_10_max
      value: 2.349732649717201
    - type: nauc_recall_at_10_std
      value: -7.37174021438692
    - type: nauc_recall_at_1_diff1
      value: 29.76931787521696
    - type: nauc_recall_at_1_max
      value: 0.948603060998731
    - type: nauc_recall_at_1_std
      value: -10.775704940266767
    - type: nauc_recall_at_20_diff1
      value: 23.4560099128478
    - type: nauc_recall_at_20_max
      value: 3.399890015984125
    - type: nauc_recall_at_20_std
      value: 0.1065905686863526
    - type: nauc_recall_at_3_diff1
      value: 26.33393571726941
    - type: nauc_recall_at_3_max
      value: 1.7770061463264046
    - type: nauc_recall_at_3_std
      value: -11.030373812919408
    - type: nauc_recall_at_5_diff1
      value: 25.84870110945663
    - type: nauc_recall_at_5_max
      value: 1.368501163591071
    - type: nauc_recall_at_5_std
      value: -10.251669620544972
    - type: ndcg_at_1
      value: 14.585
    - type: ndcg_at_10
      value: 30.051
    - type: ndcg_at_100
      value: 36.429
    - type: ndcg_at_1000
      value: 38.501
    - type: ndcg_at_20
      value: 32.678
    - type: ndcg_at_3
      value: 22.963
    - type: ndcg_at_5
      value: 26.385
    - type: precision_at_1
      value: 14.585
    - type: precision_at_10
      value: 5.04
    - type: precision_at_100
      value: 0.826
    - type: precision_at_1000
      value: 0.101
    - type: precision_at_20
      value: 3.062
    - type: precision_at_3
      value: 10.0
    - type: precision_at_5
      value: 7.722
    - type: recall_at_1
      value: 14.244
    - type: recall_at_10
      value: 48.48
    - type: recall_at_100
      value: 78.652
    - type: recall_at_1000
      value: 94.774
    - type: recall_at_20
      value: 58.724
    - type: recall_at_3
      value: 29.106
    - type: recall_at_5
      value: 37.329
  - task:
      type: Classification
    dataset:
      type: mteb/mtop_domain
      name: MTEB MTOPDomainClassification (en)
      config: en
      split: test
      revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
    metrics:
    - type: accuracy
      value: 89.73096215230278
    - type: f1
      value: 89.31269053453195
    - type: f1_weighted
      value: 89.75118268368209
  - task:
      type: Classification
    dataset:
      type: mteb/mtop_intent
      name: MTEB MTOPIntentClassification (en)
      config: en
      split: test
      revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
    metrics:
    - type: accuracy
      value: 66.49110807113543
    - type: f1
      value: 51.250886916460544
    - type: f1_weighted
      value: 69.910921231367
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_massive_intent
      name: MTEB MassiveIntentClassification (en)
      config: en
      split: test
      revision: 4672e20407010da34463acc759c162ca9734bca6
    metrics:
    - type: accuracy
      value: 68.86348352387357
    - type: f1
      value: 66.19332858716572
    - type: f1_weighted
      value: 68.90834063842036
  - task:
      type: Classification
    dataset:
      type: mteb/amazon_massive_scenario
      name: MTEB MassiveScenarioClassification (en)
      config: en
      split: test
      revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
    metrics:
    - type: accuracy
      value: 74.48890383322124
    - type: f1
      value: 74.01198670144007
    - type: f1_weighted
      value: 74.5767171066833
  - task:
      type: Clustering
    dataset:
      type: mteb/medrxiv-clustering-p2p
      name: MTEB MedrxivClusteringP2P
      config: default
      split: test
      revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
    metrics:
    - type: v_measure
      value: 31.26742368186013
    - type: v_measures
      value: [0.3010655091536935, 0.29691302264328545, 0.31333602296285296, 0.3118686703571087, 0.3066404174656012]
  - task:
      type: Clustering
    dataset:
      type: mteb/medrxiv-clustering-s2s
      name: MTEB MedrxivClusteringS2S
      config: default
      split: test
      revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
    metrics:
    - type: v_measure
      value: 28.971953824342002
    - type: v_measures
      value: [0.28128031641493684, 0.2709575455939747, 0.28058910226798894, 0.286988068530199, 0.27155292611128873]
  - task:
      type: Reranking
    dataset:
      type: mteb/mind_small
      name: MTEB MindSmallReranking
      config: default
      split: test
      revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
    metrics:
    - type: map
      value: 30.919005892986945
    - type: mrr
      value: 31.964215230201017
    - type: nAUC_map_diff1
      value: 12.380227971335106
    - type: nAUC_map_max
      value: -20.306665699119915
    - type: nAUC_mrr_diff1
      value: 11.860907307359078
    - type: nAUC_mrr_max
      value: -14.820057982537445
  - task:
      type: Retrieval
    dataset:
      type: mteb/nfcorpus
      name: MTEB NFCorpus
      config: default
      split: test
      revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
    metrics:
    - type: map_at_1
      value: 4.9239999999999995
    - type: map_at_10
      value: 10.216
    - type: map_at_100
      value: 13.073
    - type: map_at_1000
      value: 14.335999999999999
    - type: map_at_20
      value: 11.562
    - type: map_at_3
      value: 7.361
    - type: map_at_5
      value: 8.790000000000001
    - type: mrr_at_1
      value: 40.55727554179567
    - type: mrr_at_10
      value: 48.67290775959506
    - type: mrr_at_100
      value: 49.39988509152788
    - type: mrr_at_1000
      value: 49.44995547989892
    - type: mrr_at_20
      value: 49.1476640818267
    - type: mrr_at_3
      value: 46.336429308565535
    - type: mrr_at_5
      value: 47.85345717234262
    - type: nauc_map_at_1000_diff1
      value: 26.873576120717154
    - type: nauc_map_at_1000_max
      value: 22.28375511136719
    - type: nauc_map_at_100_diff1
      value: 28.105989810331305
    - type: nauc_map_at_100_max
      value: 20.80280182475018
    - type: nauc_map_at_10_diff1
      value: 32.22012802586023
    - type: nauc_map_at_10_max
      value: 14.563410751855393
    - type: nauc_map_at_1_diff1
      value: 48.78589273340728
    - type: nauc_map_at_1_max
      value: 0.7100902846948914
    - type: nauc_map_at_20_diff1
      value: 29.749385475706614
    - type: nauc_map_at_20_max
      value: 17.725130767277143
    - type: nauc_map_at_3_diff1
      value: 42.91163831592647
    - type: nauc_map_at_3_max
      value: 7.949303449529328
    - type: nauc_map_at_5_diff1
      value: 36.37288307582431
    - type: nauc_map_at_5_max
      value: 10.294774281587333
    - type: nauc_mrr_at_1000_diff1
      value: 28.224194118245986
    - type: nauc_mrr_at_1000_max
      value: 35.03713736523123
    - type: nauc_mrr_at_100_diff1
      value: 28.239722499941884
    - type: nauc_mrr_at_100_max
      value: 35.08008834682332
    - type: nauc_mrr_at_10_diff1
      value: 28.312031722561397
    - type: nauc_mrr_at_10_max
      value: 35.07745441637377
    - type: nauc_mrr_at_1_diff1
      value: 29.71286290489225
    - type: nauc_mrr_at_1_max
      value: 27.07492092557332
    - type: nauc_mrr_at_20_diff1
      value: 28.408619888309524
    - type: nauc_mrr_at_20_max
      value: 35.07056834593783
    - type: nauc_mrr_at_3_diff1
      value: 28.57209508947814
    - type: nauc_mrr_at_3_max
      value: 32.824180760173896
    - type: nauc_mrr_at_5_diff1
      value: 28.236082992043393
    - type: nauc_mrr_at_5_max
      value: 34.17372569423924
    - type: nauc_ndcg_at_1000_diff1
      value: 24.083700969367612
    - type: nauc_ndcg_at_1000_max
      value: 38.883846498536116
    - type: nauc_ndcg_at_100_diff1
      value: 23.312730110282526
    - type: nauc_ndcg_at_100_max
      value: 32.64936241784008
    - type: nauc_ndcg_at_10_diff1
      value: 17.975398707754817
    - type: nauc_ndcg_at_10_max
      value: 32.32412505213287
    - type: nauc_ndcg_at_1_diff1
      value: 30.756195441367673
    - type: nauc_ndcg_at_1_max
      value: 26.483443465985328
    - type: nauc_ndcg_at_20_diff1
      value: 18.936710159355073
    - type: nauc_ndcg_at_20_max
      value: 31.338021731338316
    - type: nauc_ndcg_at_3_diff1
      value: 22.895979777747623
    - type: nauc_ndcg_at_3_max
      value: 32.17933652323659
    - type: nauc_ndcg_at_5_diff1
      value: 19.852961142954506
    - type: nauc_ndcg_at_5_max
      value: 32.56301733572076
    - type: nauc_precision_at_1000_diff1
      value: -12.569744637564826
    - type: nauc_precision_at_1000_max
      value: 14.067171968274472
    - type: nauc_precision_at_100_diff1
      value: -8.452640794750774
    - type: nauc_precision_at_100_max
      value: 26.52425208852308
    - type: nauc_precision_at_10_diff1
      value: -0.8599396198058924
    - type: nauc_precision_at_10_max
      value: 36.79898093749965
    - type: nauc_precision_at_1_diff1
      value: 30.53565353379064
    - type: nauc_precision_at_1_max
      value: 27.150932557011842
    - type: nauc_precision_at_20_diff1
      value: -4.190746979665414
    - type: nauc_precision_at_20_max
      value: 35.90857451601526
    - type: nauc_precision_at_3_diff1
      value: 12.548153913459656
    - type: nauc_precision_at_3_max
      value: 35.753894439704055
    - type: nauc_precision_at_5_diff1
      value: 5.476630825300621
    - type: nauc_precision_at_5_max
      value: 36.94019333022866
    - type: nauc_recall_at_1000_diff1
      value: 15.743509429414217
    - type: nauc_recall_at_1000_max
      value: 19.44531544138
    - type: nauc_recall_at_100_diff1
      value: 18.385119061958157
    - type: nauc_recall_at_100_max
      value: 19.1318751995873
    - type: nauc_recall_at_10_diff1
      value: 25.482096811308676
    - type: nauc_recall_at_10_max
      value: 14.006190865424864
    - type: nauc_recall_at_1_diff1
      value: 48.78589273340728
    - type: nauc_recall_at_1_max
      value: 0.7100902846948914
    - type: nauc_recall_at_20_diff1
      value: 22.76078199362388
    - type: nauc_recall_at_20_max
      value: 17.126864200524057
    - type: nauc_recall_at_3_diff1
      value: 39.93189765909178
    - type: nauc_recall_at_3_max
      value: 9.276495447517293
    - type: nauc_recall_at_5_diff1
      value: 28.17119993582467
    - type: nauc_recall_at_5_max
      value: 9.757053939301784
    - type: ndcg_at_1
      value: 38.7
    - type: ndcg_at_10
      value: 28.942
    - type: ndcg_at_100
      value: 27.346999999999998
    - type: ndcg_at_1000
      value: 36.216
    - type: ndcg_at_20
      value: 27.506999999999998
    - type: ndcg_at_3
      value: 33.335
    - type: ndcg_at_5
      value: 31.541999999999998
    - type: precision_at_1
      value: 40.248
    - type: precision_at_10
      value: 21.455
    - type: precision_at_100
      value: 7.015000000000001
    - type: precision_at_1000
      value: 1.9709999999999999
    - type: precision_at_20
      value: 16.471
    - type: precision_at_3
      value: 30.857
    - type: precision_at_5
      value: 26.811
    - type: recall_at_1
      value: 4.9239999999999995
    - type: recall_at_10
      value: 13.724
    - type: recall_at_100
      value: 28.450999999999997
    - type: recall_at_1000
      value: 60.136
    - type: recall_at_20
      value: 18.013
    - type: recall_at_3
      value: 7.954999999999999
    - type: recall_at_5
      value: 10.700999999999999
  - task:
      type: Retrieval
    dataset:
      type: mteb/nq
      name: MTEB NQ
      config: default
      split: test
      revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
    metrics:
    - type: map_at_1
      value: 21.246000000000002
    - type: map_at_10
      value: 34.107
    - type: map_at_100
      value: 35.43
    - type: map_at_1000
      value: 35.483
    - type: map_at_20
      value: 34.945
    - type: map_at_3
      value: 30.070000000000004
    - type: map_at_5
      value: 32.25
    - type: mrr_at_1
      value: 24.10196987253766
    - type: mrr_at_10
      value: 36.531318398352
    - type: mrr_at_100
      value: 37.59236775235497
    - type: mrr_at_1000
      value: 37.630099883433154
    - type: mrr_at_20
      value: 37.20931733276279
    - type: mrr_at_3
      value: 32.91328698339132
    - type: mrr_at_5
      value: 34.92516415604491
    - type: nauc_map_at_1000_diff1
      value: 20.872737281787636
    - type: nauc_map_at_1000_max
      value: 16.624364326260896
    - type: nauc_map_at_100_diff1
      value: 20.878142367328813
    - type: nauc_map_at_100_max
      value: 16.643468154696926
    - type: nauc_map_at_10_diff1
      value: 20.807793402274534
    - type: nauc_map_at_10_max
      value: 16.39391387269205
    - type: nauc_map_at_1_diff1
      value: 22.35812341861645
    - type: nauc_map_at_1_max
      value: 11.615838197259766
    - type: nauc_map_at_20_diff1
      value: 20.893013757323047
    - type: nauc_map_at_20_max
      value: 16.675046191798433
    - type: nauc_map_at_3_diff1
      value: 20.05521274346964
    - type: nauc_map_at_3_max
      value: 13.969959601269148
    - type: nauc_map_at_5_diff1
      value: 20.625293595408642
    - type: nauc_map_at_5_max
      value: 15.630481595302918
    - type: nauc_mrr_at_1000_diff1
      value: 20.659075334032188
    - type: nauc_mrr_at_1000_max
      value: 17.1077266798649
    - type: nauc_mrr_at_100_diff1
      value: 20.659592764012615
    - type: nauc_mrr_at_100_max
      value: 17.12673405006388
    - type: nauc_mrr_at_10_diff1
      value: 20.6492334539065
    - type: nauc_mrr_at_10_max
      value: 17.139758338338574
    - type: nauc_mrr_at_1_diff1
      value: 21.959789955443817
    - type: nauc_mrr_at_1_max
      value: 13.311351245662395
    - type: nauc_mrr_at_20_diff1
      value: 20.697135833887096
    - type: nauc_mrr_at_20_max
      value: 17.174901738327268
    - type: nauc_mrr_at_3_diff1
      value: 20.012890126078148
    - type: nauc_mrr_at_3_max
      value: 15.325749640509228
    - type: nauc_mrr_at_5_diff1
      value: 20.438050294840547
    - type: nauc_mrr_at_5_max
      value: 16.56107433490657
    - type: nauc_ndcg_at_1000_diff1
      value: 20.981193766001212
    - type: nauc_ndcg_at_1000_max
      value: 19.366882624001466
    - type: nauc_ndcg_at_100_diff1
      value: 21.07151595070923
    - type: nauc_ndcg_at_100_max
      value: 19.969093104531108
    - type: nauc_ndcg_at_10_diff1
      value: 20.824455077933653
    - type: nauc_ndcg_at_10_max
      value: 19.215675460656907
    - type: nauc_ndcg_at_1_diff1
      value: 22.064098120682292
    - type: nauc_ndcg_at_1_max
      value: 13.411137146530983
    - type: nauc_ndcg_at_20_diff1
      value: 21.12343657664599
    - type: nauc_ndcg_at_20_max
      value: 20.04689967321189
    - type: nauc_ndcg_at_3_diff1
      value: 19.470309201418857
    - type: nauc_ndcg_at_3_max
      value: 14.848503224176909
    - type: nauc_ndcg_at_5_diff1
      value: 20.32521541385147
    - type: nauc_ndcg_at_5_max
      value: 17.48824868961743
    - type: nauc_precision_at_1000_diff1
      value: 0.4660953834541917
    - type: nauc_precision_at_1000_max
      value: 14.735755093338893
    - type: nauc_precision_at_100_diff1
      value: 7.579249137389521
    - type: nauc_precision_at_100_max
      value: 23.48086608082409
    - type: nauc_precision_at_10_diff1
      value: 15.621524664818134
    - type: nauc_precision_at_10_max
      value: 26.16669034759615
    - type: nauc_precision_at_1_diff1
      value: 22.064098120682292
    - type: nauc_precision_at_1_max
      value: 13.411137146530983
    - type: nauc_precision_at_20_diff1
      value: 13.58615876770919
    - type: nauc_precision_at_20_max
      value: 26.806761446925364
    - type: nauc_precision_at_3_diff1
      value: 16.500214986231953
    - type: nauc_precision_at_3_max
      value: 18.649494923088263
    - type: nauc_precision_at_5_diff1
      value: 17.307374618712128
    - type: nauc_precision_at_5_max
      value: 23.444839731139965
    - type: nauc_recall_at_1000_diff1
      value: 28.75547954061722
    - type: nauc_recall_at_1000_max
      value: 62.409320816680015
    - type: nauc_recall_at_100_diff1
      value: 23.43814017912217
    - type: nauc_recall_at_100_max
      value: 42.499893768353374
    - type: nauc_recall_at_10_diff1
      value: 20.535131644031498
    - type: nauc_recall_at_10_max
      value: 26.527673119431896
    - type: nauc_recall_at_1_diff1
      value: 22.35812341861645
    - type: nauc_recall_at_1_max
      value: 11.615838197259766
    - type: nauc_recall_at_20_diff1
      value: 21.994120461812543
    - type: nauc_recall_at_20_max
      value: 31.819936351026307
    - type: nauc_recall_at_3_diff1
      value: 17.432747909860975
    - type: nauc_recall_at_3_max
      value: 15.382311079169869
    - type: nauc_recall_at_5_diff1
      value: 19.13496828564786
    - type: nauc_recall_at_5_max
      value: 21.081897544526708
    - type: ndcg_at_1
      value: 24.073
    - type: ndcg_at_10
      value: 41.323
    - type: ndcg_at_100
      value: 47.188
    - type: ndcg_at_1000
      value: 48.424
    - type: ndcg_at_20
      value: 44.084
    - type: ndcg_at_3
      value: 33.427
    - type: ndcg_at_5
      value: 37.171
    - type: precision_at_1
      value: 24.073
    - type: precision_at_10
      value: 7.242
    - type: precision_at_100
      value: 1.051
    - type: precision_at_1000
      value: 0.117
    - type: precision_at_20
      value: 4.2700000000000005
    - type: precision_at_3
      value: 15.498000000000001
    - type: precision_at_5
      value: 11.431
    - type: recall_at_1
      value: 21.246000000000002
    - type: recall_at_10
      value: 61.102000000000004
    - type: recall_at_100
      value: 87.08500000000001
    - type: recall_at_1000
      value: 96.222
    - type: recall_at_20
      value: 71.372
    - type: recall_at_3
      value: 40.361000000000004
    - type: recall_at_5
      value: 49.044
  - task:
      type: Retrieval
    dataset:
      type: mteb/quora
      name: MTEB QuoraRetrieval
      config: default
      split: test
      revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
    metrics:
    - type: map_at_1
      value: 68.285
    - type: map_at_10
      value: 82.106
    - type: map_at_100
      value: 82.76599999999999
    - type: map_at_1000
      value: 82.788
    - type: map_at_20
      value: 82.529
    - type: map_at_3
      value: 79.108
    - type: map_at_5
      value: 80.964
    - type: mrr_at_1
      value: 78.67
    - type: mrr_at_10
      value: 85.4671111111108
    - type: mrr_at_100
      value: 85.59335571351787
    - type: mrr_at_1000
      value: 85.59536983332889
    - type: mrr_at_20
      value: 85.55846883663256
    - type: mrr_at_3
      value: 84.39999999999962
    - type: mrr_at_5
      value: 85.11249999999953
    - type: nauc_map_at_1000_diff1
      value: 75.5071991426707
    - type: nauc_map_at_1000_max
      value: 33.24884628979125
    - type: nauc_map_at_100_diff1
      value: 75.51606789897293
    - type: nauc_map_at_100_max
      value: 33.237678419609715
    - type: nauc_map_at_10_diff1
      value: 75.63941045488615
    - type: nauc_map_at_10_max
      value: 32.914787531889694
    - type: nauc_map_at_1_diff1
      value: 78.53182147965822
    - type: nauc_map_at_1_max
      value: 24.631838635071222
    - type: nauc_map_at_20_diff1
      value: 75.55246990673865
    - type: nauc_map_at_20_max
      value: 33.12406999050574
    - type: nauc_map_at_3_diff1
      value: 75.76122624224449
    - type: nauc_map_at_3_max
      value: 30.56135184566114
    - type: nauc_map_at_5_diff1
      value: 75.62760573601093
    - type: nauc_map_at_5_max
      value: 32.014157139666985
    - type: nauc_mrr_at_1000_diff1
      value: 76.37148849763105
    - type: nauc_mrr_at_1000_max
      value: 35.935665230883934
    - type: nauc_mrr_at_100_diff1
      value: 76.37094038633705
    - type: nauc_mrr_at_100_max
      value: 35.94012231045831
    - type: nauc_mrr_at_10_diff1
      value: 76.35647457628434
    - type: nauc_mrr_at_10_max
      value: 36.01811322984862
    - type: nauc_mrr_at_1_diff1
      value: 77.24309585056221
    - type: nauc_mrr_at_1_max
      value: 34.48519876828825
    - type: nauc_mrr_at_20_diff1
      value: 76.36670040011074
    - type: nauc_mrr_at_20_max
      value: 35.99210482612602
    - type: nauc_mrr_at_3_diff1
      value: 76.09424554868272
    - type: nauc_mrr_at_3_max
      value: 35.609777385861044
    - type: nauc_mrr_at_5_diff1
      value: 76.25068640961776
    - type: nauc_mrr_at_5_max
      value: 35.86165128556917
    - type: nauc_ndcg_at_1000_diff1
      value: 75.46284119099505
    - type: nauc_ndcg_at_1000_max
      value: 34.897248065013535
    - type: nauc_ndcg_at_100_diff1
      value: 75.55417772660796
    - type: nauc_ndcg_at_100_max
      value: 34.9921360207961
    - type: nauc_ndcg_at_10_diff1
      value: 75.48987547153091
    - type: nauc_ndcg_at_10_max
      value: 34.52070770288654
    - type: nauc_ndcg_at_1_diff1
      value: 77.2205910169754
    - type: nauc_ndcg_at_1_max
      value: 34.54544979283322
    - type: nauc_ndcg_at_20_diff1
      value: 75.52495648309022
    - type: nauc_ndcg_at_20_max
      value: 34.75327053329915
    - type: nauc_ndcg_at_3_diff1
      value: 74.76800490923522
    - type: nauc_ndcg_at_3_max
      value: 32.77064919163132
    - type: nauc_ndcg_at_5_diff1
      value: 75.05016397357261
    - type: nauc_ndcg_at_5_max
      value: 33.50761269482319
    - type: nauc_precision_at_1000_diff1
      value: -41.81465497084401
    - type: nauc_precision_at_1000_max
      value: -4.443935842899313
    - type: nauc_precision_at_100_diff1
      value: -40.80948937001563
    - type: nauc_precision_at_100_max
      value: -3.403706458833991
    - type: nauc_precision_at_10_diff1
      value: -33.369656218745945
    - type: nauc_precision_at_10_max
      value: 2.2202781020992255
    - type: nauc_precision_at_1_diff1
      value: 77.2205910169754
    - type: nauc_precision_at_1_max
      value: 34.54544979283322
    - type: nauc_precision_at_20_diff1
      value: -37.568976386400706
    - type: nauc_precision_at_20_max
      value: -0.6469605151975117
    - type: nauc_precision_at_3_diff1
      value: -10.217358622390567
    - type: nauc_precision_at_3_max
      value: 11.83919267748663
    - type: nauc_precision_at_5_diff1
      value: -24.481543671948373
    - type: nauc_precision_at_5_max
      value: 6.576825503675188
    - type: nauc_recall_at_1000_diff1
      value: 67.36524460905785
    - type: nauc_recall_at_1000_max
      value: 53.720724394976585
    - type: nauc_recall_at_100_diff1
      value: 75.23538841054406
    - type: nauc_recall_at_100_max
      value: 47.2723927504464
    - type: nauc_recall_at_10_diff1
      value: 69.95500109263831
    - type: nauc_recall_at_10_max
      value: 34.583322421413996
    - type: nauc_recall_at_1_diff1
      value: 78.53182147965822
    - type: nauc_recall_at_1_max
      value: 24.631838635071222
    - type: nauc_recall_at_20_diff1
      value: 70.32541323559573
    - type: nauc_recall_at_20_max
      value: 36.98517552839284
    - type: nauc_recall_at_3_diff1
      value: 71.477694594835
    - type: nauc_recall_at_3_max
      value: 27.960647983463073
    - type: nauc_recall_at_5_diff1
      value: 70.17565198935641
    - type: nauc_recall_at_5_max
      value: 30.104013734994844
    - type: ndcg_at_1
      value: 78.68
    - type: ndcg_at_10
      value: 86.244
    - type: ndcg_at_100
      value: 87.651
    - type: ndcg_at_1000
      value: 87.816
    - type: ndcg_at_20
      value: 86.961
    - type: ndcg_at_3
      value: 83.152
    - type: ndcg_at_5
      value: 84.819
    - type: precision_at_1
      value: 78.68
    - type: precision_at_10
      value: 13.123000000000001
    - type: precision_at_100
      value: 1.514
    - type: precision_at_1000
      value: 0.156
    - type: precision_at_20
      value: 6.979
    - type: precision_at_3
      value: 36.353
    - type: precision_at_5
      value: 23.977999999999998
    - type: recall_at_1
      value: 68.285
    - type: recall_at_10
      value: 94.16799999999999
    - type: recall_at_100
      value: 99.116
    - type: recall_at_1000
      value: 99.944
    - type: recall_at_20
      value: 96.494
    - type: recall_at_3
      value: 85.31
    - type: recall_at_5
      value: 89.993
  - task:
      type: Clustering
    dataset:
      type: mteb/reddit-clustering
      name: MTEB RedditClustering
      config: default
      split: test
      revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
    metrics:
    - type: v_measure
      value: 47.39326061426851
    - type: v_measures
      value: [0.47153549737072414, 0.5113188409132627, 0.4256578555733507, 0.45547697557001166, 0.44673621430540467]
  - task:
      type: Clustering
    dataset:
      type: mteb/reddit-clustering-p2p
      name: MTEB RedditClusteringP2P
      config: default
      split: test
      revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
    metrics:
    - type: v_measure
      value: 58.382849910561305
    - type: v_measures
      value: [0.638508286047501, 0.6201813511333097, 0.6412218572317954, 0.34538859648148, 0.6372584092921234]
  - task:
      type: Retrieval
    dataset:
      type: mteb/scidocs
      name: MTEB SCIDOCS
      config: default
      split: test
      revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
    metrics:
    - type: map_at_1
      value: 3.5680000000000005
    - type: map_at_10
      value: 9.165
    - type: map_at_100
      value: 10.928
    - type: map_at_1000
      value: 11.187
    - type: map_at_20
      value: 10.030999999999999
    - type: map_at_3
      value: 6.598
    - type: map_at_5
      value: 7.746
    - type: mrr_at_1
      value: 17.5
    - type: mrr_at_10
      value: 28.15242063492062
    - type: mrr_at_100
      value: 29.148090545385042
    - type: mrr_at_1000
      value: 29.22586383082865
    - type: mrr_at_20
      value: 28.716339503289944
    - type: mrr_at_3
      value: 24.9666666666667
    - type: mrr_at_5
      value: 26.496666666666684
    - type: nauc_map_at_1000_diff1
      value: 18.97303632967232
    - type: nauc_map_at_1000_max
      value: 26.99578750624317
    - type: nauc_map_at_100_diff1
      value: 19.03406677193612
    - type: nauc_map_at_100_max
      value: 26.869362658515016
    - type: nauc_map_at_10_diff1
      value: 18.057667997990386
    - type: nauc_map_at_10_max
      value: 25.309052871533634
    - type: nauc_map_at_1_diff1
      value: 19.012090704165505
    - type: nauc_map_at_1_max
      value: 17.258809318287167
    - type: nauc_map_at_20_diff1
      value: 18.941090010273122
    - type: nauc_map_at_20_max
      value: 26.333042449319226
    - type: nauc_map_at_3_diff1
      value: 16.710501604799592
    - type: nauc_map_at_3_max
      value: 21.31218718265248
    - type: nauc_map_at_5_diff1
      value: 16.56134390513593
    - type: nauc_map_at_5_max
      value: 22.826974292312546
    - type: nauc_mrr_at_1000_diff1
      value: 16.363889874600694
    - type: nauc_mrr_at_1000_max
      value: 20.518910454040395
    - type: nauc_mrr_at_100_diff1
      value: 16.351792727972825
    - type: nauc_mrr_at_100_max
      value: 20.51605975440402
    - type: nauc_mrr_at_10_diff1
      value: 16.353234548491002
    - type: nauc_mrr_at_10_max
      value: 20.3474303123765
    - type: nauc_mrr_at_1_diff1
      value: 18.72320588103456
    - type: nauc_mrr_at_1_max
      value: 17.31659868214623
    - type: nauc_mrr_at_20_diff1
      value: 16.349503308662584
    - type: nauc_mrr_at_20_max
      value: 20.571279610990683
    - type: nauc_mrr_at_3_diff1
      value: 16.61433823095321
    - type: nauc_mrr_at_3_max
      value: 19.8671374514683
    - type: nauc_mrr_at_5_diff1
      value: 16.657607225925013
    - type: nauc_mrr_at_5_max
      value: 20.485690382244712
    - type: nauc_ndcg_at_1000_diff1
      value: 17.216527125545124
    - type: nauc_ndcg_at_1000_max
      value: 29.67323723253682
    - type: nauc_ndcg_at_100_diff1
      value: 17.920363114583992
    - type: nauc_ndcg_at_100_max
      value: 28.74219286431791
    - type: nauc_ndcg_at_10_diff1
      value: 17.4262322341026
    - type: nauc_ndcg_at_10_max
      value: 25.314398482777406
    - type: nauc_ndcg_at_1_diff1
      value: 18.72320588103456
    - type: nauc_ndcg_at_1_max
      value: 17.31659868214623
    - type: nauc_ndcg_at_20_diff1
      value: 18.49350721003082
    - type: nauc_ndcg_at_20_max
      value: 26.95660628845422
    - type: nauc_ndcg_at_3_diff1
      value: 16.388721576110076
    - type: nauc_ndcg_at_3_max
      value: 21.574925593659326
    - type: nauc_ndcg_at_5_diff1
      value: 16.62472439103214
    - type: nauc_ndcg_at_5_max
      value: 23.186257022779994
    - type: nauc_precision_at_1000_diff1
      value: 7.882444572522718
    - type: nauc_precision_at_1000_max
      value: 29.389796806861163
    - type: nauc_precision_at_100_diff1
      value: 13.9186095734099
    - type: nauc_precision_at_100_max
      value: 30.35346461874792
    - type: nauc_precision_at_10_diff1
      value: 15.858687077827474
    - type: nauc_precision_at_10_max
      value: 26.884411423943906
    - type: nauc_precision_at_1_diff1
      value: 18.72320588103456
    - type: nauc_precision_at_1_max
      value: 17.31659868214623
    - type: nauc_precision_at_20_diff1
      value: 17.397174842486937
    - type: nauc_precision_at_20_max
      value: 28.48509998553517
    - type: nauc_precision_at_3_diff1
      value: 15.910758722664974
    - type: nauc_precision_at_3_max
      value: 23.37753724707492
    - type: nauc_precision_at_5_diff1
      value: 15.480650294833314
    - type: nauc_precision_at_5_max
      value: 24.92100239632834
    - type: nauc_recall_at_1000_diff1
      value: 8.568163684580515
    - type: nauc_recall_at_1000_max
      value: 29.761661131284278
    - type: nauc_recall_at_100_diff1
      value: 14.139732606832828
    - type: nauc_recall_at_100_max
      value: 30.30928539057988
    - type: nauc_recall_at_10_diff1
      value: 16.0957814746088
    - type: nauc_recall_at_10_max
      value: 26.730370480937783
    - type: nauc_recall_at_1_diff1
      value: 19.012090704165505
    - type: nauc_recall_at_1_max
      value: 17.258809318287167
    - type: nauc_recall_at_20_diff1
      value: 17.58458055089181
    - type: nauc_recall_at_20_max
      value: 28.329240158930897
    - type: nauc_recall_at_3_diff1
      value: 16.11861072893215
    - type: nauc_recall_at_3_max
      value: 23.34743857534646
    - type: nauc_recall_at_5_diff1
      value: 15.659970648558035
    - type: nauc_recall_at_5_max
      value: 24.916484416681683
    - type: ndcg_at_1
      value: 17.5
    - type: ndcg_at_10
      value: 16.203
    - type: ndcg_at_100
      value: 23.311
    - type: ndcg_at_1000
      value: 28.476000000000003
    - type: ndcg_at_20
      value: 18.614
    - type: ndcg_at_3
      value: 15.246
    - type: ndcg_at_5
      value: 13.142000000000001
    - type: precision_at_1
      value: 17.5
    - type: precision_at_10
      value: 8.61
    - type: precision_at_100
      value: 1.8929999999999998
    - type: precision_at_1000
      value: 0.314
    - type: precision_at_20
      value: 5.695
    - type: precision_at_3
      value: 14.7
    - type: precision_at_5
      value: 11.700000000000001
    - type: recall_at_1
      value: 3.5680000000000005
    - type: recall_at_10
      value: 17.497
    - type: recall_at_100
      value: 38.377
    - type: recall_at_1000
      value: 63.858000000000004
    - type: recall_at_20
      value: 23.122
    - type: recall_at_3
      value: 8.948
    - type: recall_at_5
      value: 11.858
  - task:
      type: STS
    dataset:
      type: mteb/sickr-sts
      name: MTEB SICK-R
      config: default
      split: test
      revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
    metrics:
    - type: cos_sim_pearson
      value: 83.0786740980213
    - type: cos_sim_spearman
      value: 74.64910820402831
    - type: euclidean_pearson
      value: 79.40680658618808
    - type: euclidean_spearman
      value: 74.04786370197291
    - type: manhattan_pearson
      value: 79.30290796130608
    - type: manhattan_spearman
      value: 73.86543081865257
  - task:
      type: STS
    dataset:
      type: mteb/sts12-sts
      name: MTEB STS12
      config: default
      split: test
      revision: a0d554a64d88156834ff5ae9920b964011b16384
    metrics:
    - type: cos_sim_pearson
      value: 87.14143764866938
    - type: cos_sim_spearman
      value: 79.39117869636218
    - type: euclidean_pearson
      value: 82.27893672472992
    - type: euclidean_spearman
      value: 78.12857266398304
    - type: manhattan_pearson
      value: 82.40958626880706
    - type: manhattan_spearman
      value: 78.2460736745845
  - task:
      type: STS
    dataset:
      type: mteb/sts13-sts
      name: MTEB STS13
      config: default
      split: test
      revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
    metrics:
    - type: cos_sim_pearson
      value: 84.98565298864834
    - type: cos_sim_spearman
      value: 85.3226077419183
    - type: euclidean_pearson
      value: 83.36095201234602
    - type: euclidean_spearman
      value: 83.44580751011605
    - type: manhattan_pearson
      value: 83.26944531709971
    - type: manhattan_spearman
      value: 83.3511641574103
  - task:
      type: STS
    dataset:
      type: mteb/sts14-sts
      name: MTEB STS14
      config: default
      split: test
      revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
    metrics:
    - type: cos_sim_pearson
      value: 86.15642283009589
    - type: cos_sim_spearman
      value: 83.89978896960656
    - type: euclidean_pearson
      value: 85.01657605766617
    - type: euclidean_spearman
      value: 82.70615194483753
    - type: manhattan_pearson
      value: 84.82154011079453
    - type: manhattan_spearman
      value: 82.61620436539884
  - task:
      type: STS
    dataset:
      type: mteb/sts15-sts
      name: MTEB STS15
      config: default
      split: test
      revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
    metrics:
    - type: cos_sim_pearson
      value: 87.7730685270548
    - type: cos_sim_spearman
      value: 88.46744045180212
    - type: euclidean_pearson
      value: 87.11846600678471
    - type: euclidean_spearman
      value: 87.32502541228249
    - type: manhattan_pearson
      value: 87.06217303693649
    - type: manhattan_spearman
      value: 87.24696449513658
  - task:
      type: STS
    dataset:
      type: mteb/sts16-sts
      name: MTEB STS16
      config: default
      split: test
      revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
    metrics:
    - type: cos_sim_pearson
      value: 83.0653949018384
    - type: cos_sim_spearman
      value: 84.43898725124001
    - type: euclidean_pearson
      value: 83.46057253146975
    - type: euclidean_spearman
      value: 83.70938571051141
    - type: manhattan_pearson
      value: 83.48079890307652
    - type: manhattan_spearman
      value: 83.75548841452152
  - task:
      type: STS
    dataset:
      type: mteb/sts17-crosslingual-sts
      name: MTEB STS17 (en-en)
      config: en-en
      split: test
      revision: faeb762787bd10488a50c8b5be4a3b82e411949c
    metrics:
    - type: cos_sim_pearson
      value: 85.45225298379407
    - type: cos_sim_spearman
      value: 85.76725038940407
    - type: euclidean_pearson
      value: 85.9615450336946
    - type: euclidean_spearman
      value: 85.48341197609108
    - type: manhattan_pearson
      value: 85.74837479284034
    - type: manhattan_spearman
      value: 85.19050180417275
  - task:
      type: STS
    dataset:
      type: mteb/sts22-crosslingual-sts
      name: MTEB STS22 (en)
      config: en
      split: test
      revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
    metrics:
    - type: cos_sim_pearson
      value: 66.72129983991873
    - type: cos_sim_spearman
      value: 67.23743199464064
    - type: euclidean_pearson
      value: 68.41402075343164
    - type: euclidean_spearman
      value: 67.96307375904688
    - type: manhattan_pearson
      value: 68.40814603490281
    - type: manhattan_spearman
      value: 67.78239579617318
  - task:
      type: STS
    dataset:
      type: mteb/stsbenchmark-sts
      name: MTEB STSBenchmark
      config: default
      split: test
      revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
    metrics:
    - type: cos_sim_pearson
      value: 86.17592091160849
    - type: cos_sim_spearman
      value: 86.0757276289371
    - type: euclidean_pearson
      value: 85.24314028679827
    - type: euclidean_spearman
      value: 84.79227270552205
    - type: manhattan_pearson
      value: 85.15711414880685
    - type: manhattan_spearman
      value: 84.68939283251983
  - task:
      type: Reranking
    dataset:
      type: mteb/scidocs-reranking
      name: MTEB SciDocsRR
      config: default
      split: test
      revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
    metrics:
    - type: map
      value: 78.61113471166244
    - type: mrr
      value: 93.432848923045
    - type: nAUC_map_diff1
      value: 5.468214413465522
    - type: nAUC_map_max
      value: 53.344699872043364
    - type: nAUC_mrr_diff1
      value: 50.8786565680291
    - type: nAUC_mrr_max
      value: 79.73153373046732
  - task:
      type: Retrieval
    dataset:
      type: mteb/scifact
      name: MTEB SciFact
      config: default
      split: test
      revision: 0228b52cf27578f30900b9e5271d331663a030d7
    metrics:
    - type: map_at_1
      value: 46.694
    - type: map_at_10
      value: 58.492999999999995
    - type: map_at_100
      value: 59.079
    - type: map_at_1000
      value: 59.114999999999995
    - type: map_at_20
      value: 58.784000000000006
    - type: map_at_3
      value: 56.091
    - type: map_at_5
      value: 57.023999999999994
    - type: mrr_at_1
      value: 49.333333333333336
    - type: mrr_at_10
      value: 59.850132275132296
    - type: mrr_at_100
      value: 60.31782622597538
    - type: mrr_at_1000
      value: 60.34922440201215
    - type: mrr_at_20
      value: 60.08416454832866
    - type: mrr_at_3
      value: 58.05555555555557
    - type: mrr_at_5
      value: 58.67222222222224
    - type: nauc_map_at_1000_diff1
      value: 67.76127454103812
    - type: nauc_map_at_1000_max
      value: 42.06391105197536
    - type: nauc_map_at_100_diff1
      value: 67.73734626481158
    - type: nauc_map_at_100_max
      value: 42.07013722993752
    - type: nauc_map_at_10_diff1
      value: 67.75019487037416
    - type: nauc_map_at_10_max
      value: 42.08004179578344
    - type: nauc_map_at_1_diff1
      value: 73.16882642657764
    - type: nauc_map_at_1_max
      value: 38.22765895246309
    - type: nauc_map_at_20_diff1
      value: 67.71028360631355
    - type: nauc_map_at_20_max
      value: 42.182021960109665
    - type: nauc_map_at_3_diff1
      value: 67.62369130951392
    - type: nauc_map_at_3_max
      value: 39.910755718969696
    - type: nauc_map_at_5_diff1
      value: 67.66911636315015
    - type: nauc_map_at_5_max
      value: 40.38236382755538
    - type: nauc_mrr_at_1000_diff1
      value: 66.06803763645875
    - type: nauc_mrr_at_1000_max
      value: 42.86556398916693
    - type: nauc_mrr_at_100_diff1
      value: 66.04424547602991
    - type: nauc_mrr_at_100_max
      value: 42.867192517898935
    - type: nauc_mrr_at_10_diff1
      value: 65.9181187541585
    - type: nauc_mrr_at_10_max
      value: 43.00997791733552
    - type: nauc_mrr_at_1_diff1
      value: 71.14402949361032
    - type: nauc_mrr_at_1_max
      value: 40.41989400733797
    - type: nauc_mrr_at_20_diff1
      value: 65.96893983596155
    - type: nauc_mrr_at_20_max
      value: 42.96939035490266
    - type: nauc_mrr_at_3_diff1
      value: 65.61751418820666
    - type: nauc_mrr_at_3_max
      value: 41.73632436886939
    - type: nauc_mrr_at_5_diff1
      value: 65.93649980807021
    - type: nauc_mrr_at_5_max
      value: 41.99687107195354
    - type: nauc_ndcg_at_1000_diff1
      value: 66.14801590849353
    - type: nauc_ndcg_at_1000_max
      value: 43.70286520140021
    - type: nauc_ndcg_at_100_diff1
      value: 65.57206500474688
    - type: nauc_ndcg_at_100_max
      value: 43.804634724756234
    - type: nauc_ndcg_at_10_diff1
      value: 65.58658179189969
    - type: nauc_ndcg_at_10_max
      value: 44.605601186017815
    - type: nauc_ndcg_at_1_diff1
      value: 71.14402949361032
    - type: nauc_ndcg_at_1_max
      value: 40.41989400733797
    - type: nauc_ndcg_at_20_diff1
      value: 65.52436059710848
    - type: nauc_ndcg_at_20_max
      value: 44.80884075855281
    - type: nauc_ndcg_at_3_diff1
      value: 65.33560750072314
    - type: nauc_ndcg_at_3_max
      value: 41.02191665715624
    - type: nauc_ndcg_at_5_diff1
      value: 65.49156588896797
    - type: nauc_ndcg_at_5_max
      value: 41.193628278772906
    - type: nauc_precision_at_1000_diff1
      value: -21.271717431265248
    - type: nauc_precision_at_1000_max
      value: 14.880187641241479
    - type: nauc_precision_at_100_diff1
      value: -6.170679294185874
    - type: nauc_precision_at_100_max
      value: 23.392807344666835
    - type: nauc_precision_at_10_diff1
      value: 24.15372806591396
    - type: nauc_precision_at_10_max
      value: 42.122189619323315
    - type: nauc_precision_at_1_diff1
      value: 71.14402949361032
    - type: nauc_precision_at_1_max
      value: 40.41989400733797
    - type: nauc_precision_at_20_diff1
      value: 15.788476578628993
    - type: nauc_precision_at_20_max
      value: 39.31283062678818
    - type: nauc_precision_at_3_diff1
      value: 45.48749226553521
    - type: nauc_precision_at_3_max
      value: 38.4930807232584
    - type: nauc_precision_at_5_diff1
      value: 38.55379599441077
    - type: nauc_precision_at_5_max
      value: 36.431299487657185
    - type: nauc_recall_at_1000_diff1
      value: 45.004668534080174
    - type: nauc_recall_at_1000_max
      value: 80.78120136943592
    - type: nauc_recall_at_100_diff1
      value: 47.77911164465763
    - type: nauc_recall_at_100_max
      value: 51.29449629314065
    - type: nauc_recall_at_10_diff1
      value: 57.71614029345987
    - type: nauc_recall_at_10_max
      value: 53.908934707903775
    - type: nauc_recall_at_1_diff1
      value: 73.16882642657764
    - type: nauc_recall_at_1_max
      value: 38.22765895246309
    - type: nauc_recall_at_20_diff1
      value: 56.143181435044355
    - type: nauc_recall_at_20_max
      value: 56.12210887724124
    - type: nauc_recall_at_3_diff1
      value: 58.947466694908826
    - type: nauc_recall_at_3_max
      value: 40.205765050955286
    - type: nauc_recall_at_5_diff1
      value: 58.72258574569608
    - type: nauc_recall_at_5_max
      value: 40.857639009739245
    - type: ndcg_at_1
      value: 49.333
    - type: ndcg_at_10
      value: 63.966
    - type: ndcg_at_100
      value: 66.808
    - type: ndcg_at_1000
      value: 67.62700000000001
    - type: ndcg_at_20
      value: 64.92
    - type: ndcg_at_3
      value: 59.496
    - type: ndcg_at_5
      value: 60.743
    - type: precision_at_1
      value: 49.333
    - type: precision_at_10
      value: 8.866999999999999
    - type: precision_at_100
      value: 1.053
    - type: precision_at_1000
      value: 0.11199999999999999
    - type: precision_at_20
      value: 4.683
    - type: precision_at_3
      value: 24.0
    - type: precision_at_5
      value: 15.333
    - type: recall_at_1
      value: 46.694
    - type: recall_at_10
      value: 79.5
    - type: recall_at_100
      value: 92.767
    - type: recall_at_1000
      value: 99.0
    - type: recall_at_20
      value: 82.956
    - type: recall_at_3
      value: 66.783
    - type: recall_at_5
      value: 69.906
  - task:
      type: PairClassification
    dataset:
      type: mteb/sprintduplicatequestions-pairclassification
      name: MTEB SprintDuplicateQuestions
      config: default
      split: test
      revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
    metrics:
    - type: cos_sim_accuracy
      value: 99.78118811881188
    - type: cos_sim_ap
      value: 94.38499172210743
    - type: cos_sim_f1
      value: 88.99803536345776
    - type: cos_sim_precision
      value: 87.45173745173746
    - type: cos_sim_recall
      value: 90.60000000000001
    - type: dot_accuracy
      value: 99.68118811881187
    - type: dot_ap
      value: 88.59372518155831
    - type: dot_f1
      value: 83.45323741007195
    - type: dot_precision
      value: 85.83509513742071
    - type: dot_recall
      value: 81.2
    - type: euclidean_accuracy
      value: 99.78019801980199
    - type: euclidean_ap
      value: 94.41961507812081
    - type: euclidean_f1
      value: 88.91098955743412
    - type: euclidean_precision
      value: 88.4272997032641
    - type: euclidean_recall
      value: 89.4
    - type: manhattan_accuracy
      value: 99.78118811881188
    - type: manhattan_ap
      value: 94.53929097513269
    - type: manhattan_f1
      value: 88.93280632411069
    - type: manhattan_precision
      value: 87.890625
    - type: manhattan_recall
      value: 90.0
    - type: max_accuracy
      value: 99.78118811881188
    - type: max_ap
      value: 94.53929097513269
    - type: max_f1
      value: 88.99803536345776
  - task:
      type: Clustering
    dataset:
      type: mteb/stackexchange-clustering
      name: MTEB StackExchangeClustering
      config: default
      split: test
      revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
    metrics:
    - type: v_measure
      value: 52.46659916482748
    - type: v_measures
      value: [0.5533520743369753, 0.5226026021922323, 0.4443153697300708, 0.5442847332820114, 0.5574991389583961]
  - task:
      type: Clustering
    dataset:
      type: mteb/stackexchange-clustering-p2p
      name: MTEB StackExchangeClusteringP2P
      config: default
      split: test
      revision: 815ca46b2622cec33ccafc3735d572c266efdb44
    metrics:
    - type: v_measure
      value: 33.6334285506705
    - type: v_measures
      value: [0.3276318900057692, 0.3240387341697168, 0.32272003147893974, 0.32313817118726607, 0.3156113464382597]
  - task:
      type: Reranking
    dataset:
      type: mteb/stackoverflowdupquestions-reranking
      name: MTEB StackOverflowDupQuestions
      config: default
      split: test
      revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
    metrics:
    - type: map
      value: 47.16067733309403
    - type: mrr
      value: 47.8574611662847
    - type: nAUC_map_diff1
      value: 32.52594575795374
    - type: nAUC_map_max
      value: 14.426033057319177
    - type: nAUC_mrr_diff1
      value: 32.717518660141344
    - type: nAUC_mrr_max
      value: 15.511520995680103
  - task:
      type: Summarization
    dataset:
      type: mteb/summeval
      name: MTEB SummEval
      config: default
      split: test
      revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
    metrics:
    - type: cos_sim_pearson
      value: 29.510117786456014
    - type: cos_sim_spearman
      value: 29.2255704281364
    - type: dot_pearson
      value: 29.920367312494868
    - type: dot_spearman
      value: 29.70675041719688
  - task:
      type: Retrieval
    dataset:
      type: mteb/trec-covid
      name: MTEB TRECCOVID
      config: default
      split: test
      revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
    metrics:
    - type: map_at_1
      value: 0.153
    - type: map_at_10
      value: 1.084
    - type: map_at_100
      value: 5.065
    - type: map_at_1000
      value: 14.255999999999998
    - type: map_at_20
      value: 1.7739999999999998
    - type: map_at_3
      value: 0.40299999999999997
    - type: map_at_5
      value: 0.63
    - type: mrr_at_1
      value: 54.0
    - type: mrr_at_10
      value: 67.86904761904762
    - type: mrr_at_100
      value: 68.1173503682578
    - type: mrr_at_1000
      value: 68.1173503682578
    - type: mrr_at_20
      value: 67.97431077694236
    - type: mrr_at_3
      value: 64.0
    - type: mrr_at_5
      value: 66.8
    - type: nauc_map_at_1000_diff1
      value: -22.260198132192173
    - type: nauc_map_at_1000_max
      value: 54.68403556878306
    - type: nauc_map_at_100_diff1
      value: -16.159059471544403
    - type: nauc_map_at_100_max
      value: 46.680332538973104
    - type: nauc_map_at_10_diff1
      value: -0.16025207380124323
    - type: nauc_map_at_10_max
      value: 18.60858928303837
    - type: nauc_map_at_1_diff1
      value: 19.31406645591962
    - type: nauc_map_at_1_max
      value: 12.446064494149196
    - type: nauc_map_at_20_diff1
      value: -3.7207534399873086
    - type: nauc_map_at_20_max
      value: 23.984664337717064
    - type: nauc_map_at_3_diff1
      value: 11.318172692961777
    - type: nauc_map_at_3_max
      value: 17.80683628355867
    - type: nauc_map_at_5_diff1
      value: 7.92181873049933
    - type: nauc_map_at_5_max
      value: 17.64389113325039
    - type: nauc_mrr_at_1000_diff1
      value: 17.49153792066571
    - type: nauc_mrr_at_1000_max
      value: 33.59871091829616
    - type: nauc_mrr_at_100_diff1
      value: 17.49153792066571
    - type: nauc_mrr_at_100_max
      value: 33.59871091829616
    - type: nauc_mrr_at_10_diff1
      value: 17.502786184772496
    - type: nauc_mrr_at_10_max
      value: 33.97577280665956
    - type: nauc_mrr_at_1_diff1
      value: 20.469006140423968
    - type: nauc_mrr_at_1_max
      value: 24.62282237225972
    - type: nauc_mrr_at_20_diff1
      value: 17.27246967398437
    - type: nauc_mrr_at_20_max
      value: 33.69787393313599
    - type: nauc_mrr_at_3_diff1
      value: 17.658115148717215
    - type: nauc_mrr_at_3_max
      value: 34.66827145024068
    - type: nauc_mrr_at_5_diff1
      value: 17.916005644695375
    - type: nauc_mrr_at_5_max
      value: 35.10406736432433
    - type: nauc_ndcg_at_1000_diff1
      value: -25.695422281160564
    - type: nauc_ndcg_at_1000_max
      value: 41.85333091055545
    - type: nauc_ndcg_at_100_diff1
      value: -20.77388791351094
    - type: nauc_ndcg_at_100_max
      value: 44.356134608903034
    - type: nauc_ndcg_at_10_diff1
      value: -10.307778980699197
    - type: nauc_ndcg_at_10_max
      value: 33.23388628961326
    - type: nauc_ndcg_at_1_diff1
      value: 20.412738715863956
    - type: nauc_ndcg_at_1_max
      value: 23.390778206963613
    - type: nauc_ndcg_at_20_diff1
      value: -11.307721360709836
    - type: nauc_ndcg_at_20_max
      value: 36.352174201276206
    - type: nauc_ndcg_at_3_diff1
      value: 7.285454029149752
    - type: nauc_ndcg_at_3_max
      value: 29.03877907321362
    - type: nauc_ndcg_at_5_diff1
      value: 0.8947521854164275
    - type: nauc_ndcg_at_5_max
      value: 31.54102751296627
    - type: nauc_precision_at_1000_diff1
      value: -25.78557535978164
    - type: nauc_precision_at_1000_max
      value: 37.467970941981896
    - type: nauc_precision_at_100_diff1
      value: -25.701682320317964
    - type: nauc_precision_at_100_max
      value: 45.81756747527059
    - type: nauc_precision_at_10_diff1
      value: -21.234526843340713
    - type: nauc_precision_at_10_max
      value: 32.91504410405538
    - type: nauc_precision_at_1_diff1
      value: 20.469006140423968
    - type: nauc_precision_at_1_max
      value: 24.62282237225972
    - type: nauc_precision_at_20_diff1
      value: -20.025454190589233
    - type: nauc_precision_at_20_max
      value: 37.55936600361076
    - type: nauc_precision_at_3_diff1
      value: 2.8390823388370996
    - type: nauc_precision_at_3_max
      value: 31.69418560296442
    - type: nauc_precision_at_5_diff1
      value: -7.36442063396579
    - type: nauc_precision_at_5_max
      value: 32.88936384031251
    - type: nauc_recall_at_1000_diff1
      value: -25.040103819963193
    - type: nauc_recall_at_1000_max
      value: 39.67194190901835
    - type: nauc_recall_at_100_diff1
      value: -15.819635509190055
    - type: nauc_recall_at_100_max
      value: 38.20290322073082
    - type: nauc_recall_at_10_diff1
      value: -2.179337202237811
    - type: nauc_recall_at_10_max
      value: 15.444689423576962
    - type: nauc_recall_at_1_diff1
      value: 19.31406645591962
    - type: nauc_recall_at_1_max
      value: 12.446064494149196
    - type: nauc_recall_at_20_diff1
      value: -4.369705346989079
    - type: nauc_recall_at_20_max
      value: 19.689399778184235
    - type: nauc_recall_at_3_diff1
      value: 11.368703632097438
    - type: nauc_recall_at_3_max
      value: 18.834378852568555
    - type: nauc_recall_at_5_diff1
      value: 9.363083205894776
    - type: nauc_recall_at_5_max
      value: 16.283811472009358
    - type: ndcg_at_1
      value: 50.0
    - type: ndcg_at_10
      value: 46.788999999999994
    - type: ndcg_at_100
      value: 33.676
    - type: ndcg_at_1000
      value: 36.502
    - type: ndcg_at_20
      value: 42.895
    - type: ndcg_at_3
      value: 49.531
    - type: ndcg_at_5
      value: 49.413000000000004
    - type: precision_at_1
      value: 54.0
    - type: precision_at_10
      value: 51.2
    - type: precision_at_100
      value: 34.62
    - type: precision_at_1000
      value: 16.869999999999997
    - type: precision_at_20
      value: 45.800000000000004
    - type: precision_at_3
      value: 54.0
    - type: precision_at_5
      value: 54.400000000000006
    - type: recall_at_1
      value: 0.153
    - type: recall_at_10
      value: 1.373
    - type: recall_at_100
      value: 8.425
    - type: recall_at_1000
      value: 36.521
    - type: recall_at_20
      value: 2.4
    - type: recall_at_3
      value: 0.441
    - type: recall_at_5
      value: 0.739
  - task:
      type: Retrieval
    dataset:
      type: mteb/touche2020
      name: MTEB Touche2020
      config: default
      split: test
      revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
    metrics:
    - type: map_at_1
      value: 1.4449999999999998
    - type: map_at_10
      value: 5.508
    - type: map_at_100
      value: 9.561
    - type: map_at_1000
      value: 11.075
    - type: map_at_20
      value: 7.195
    - type: map_at_3
      value: 2.8819999999999997
    - type: map_at_5
      value: 3.859
    - type: mrr_at_1
      value: 18.367346938775512
    - type: mrr_at_10
      value: 30.816326530612244
    - type: mrr_at_100
      value: 32.36702497368042
    - type: mrr_at_1000
      value: 32.39717992373145
    - type: mrr_at_20
      value: 31.906678711584885
    - type: mrr_at_3
      value: 26.190476190476193
    - type: mrr_at_5
      value: 28.945578231292522
    - type: nauc_map_at_1000_diff1
      value: 15.86075185050381
    - type: nauc_map_at_1000_max
      value: -39.68076638135203
    - type: nauc_map_at_100_diff1
      value: 14.373599398703885
    - type: nauc_map_at_100_max
      value: -40.06871903205363
    - type: nauc_map_at_10_diff1
      value: 17.129188771799722
    - type: nauc_map_at_10_max
      value: -40.62148414336222
    - type: nauc_map_at_1_diff1
      value: 19.300742296090192
    - type: nauc_map_at_1_max
      value: -39.01422276688408
    - type: nauc_map_at_20_diff1
      value: 17.096257109130104
    - type: nauc_map_at_20_max
      value: -41.45895858788768
    - type: nauc_map_at_3_diff1
      value: 13.061713953725201
    - type: nauc_map_at_3_max
      value: -38.41319841534379
    - type: nauc_map_at_5_diff1
      value: 14.349086737587205
    - type: nauc_map_at_5_max
      value: -38.969968391834044
    - type: nauc_mrr_at_1000_diff1
      value: 15.890202844477846
    - type: nauc_mrr_at_1000_max
      value: -35.71618277376245
    - type: nauc_mrr_at_100_diff1
      value: 15.922757469316565
    - type: nauc_mrr_at_100_max
      value: -35.79109859355446
    - type: nauc_mrr_at_10_diff1
      value: 15.047536449761841
    - type: nauc_mrr_at_10_max
      value: -36.56394292392469
    - type: nauc_mrr_at_1_diff1
      value: 23.5674706768817
    - type: nauc_mrr_at_1_max
      value: -34.577680813370684
    - type: nauc_mrr_at_20_diff1
      value: 15.48856353024658
    - type: nauc_mrr_at_20_max
      value: -35.79541680443546
    - type: nauc_mrr_at_3_diff1
      value: 15.806087622568954
    - type: nauc_mrr_at_3_max
      value: -32.477788788477206
    - type: nauc_mrr_at_5_diff1
      value: 15.100010170892547
    - type: nauc_mrr_at_5_max
      value: -34.902570265426476
    - type: nauc_ndcg_at_1000_diff1
      value: 17.06221439254491
    - type: nauc_ndcg_at_1000_max
      value: -38.057099656137524
    - type: nauc_ndcg_at_100_diff1
      value: 10.712806009366044
    - type: nauc_ndcg_at_100_max
      value: -41.634510046296825
    - type: nauc_ndcg_at_10_diff1
      value: 19.714184908152074
    - type: nauc_ndcg_at_10_max
      value: -38.35275712711699
    - type: nauc_ndcg_at_1_diff1
      value: 27.689699524955962
    - type: nauc_ndcg_at_1_max
      value: -32.166823132012276
    - type: nauc_ndcg_at_20_diff1
      value: 16.460154587871894
    - type: nauc_ndcg_at_20_max
      value: -44.9036600147991
    - type: nauc_ndcg_at_3_diff1
      value: 20.089462936175444
    - type: nauc_ndcg_at_3_max
      value: -28.050150980736177
    - type: nauc_ndcg_at_5_diff1
      value: 16.85293507256734
    - type: nauc_ndcg_at_5_max
      value: -30.806342862683927
    - type: nauc_precision_at_1000_diff1
      value: 14.408977497220873
    - type: nauc_precision_at_1000_max
      value: 37.74317255169207
    - type: nauc_precision_at_100_diff1
      value: -1.535852218534388
    - type: nauc_precision_at_100_max
      value: -19.385555066523708
    - type: nauc_precision_at_10_diff1
      value: 14.935398953941345
    - type: nauc_precision_at_10_max
      value: -40.7784122393935
    - type: nauc_precision_at_1_diff1
      value: 23.5674706768817
    - type: nauc_precision_at_1_max
      value: -34.577680813370684
    - type: nauc_precision_at_20_diff1
      value: 10.2401285323039
    - type: nauc_precision_at_20_max
      value: -44.04141433293453
    - type: nauc_precision_at_3_diff1
      value: 15.784680322541114
    - type: nauc_precision_at_3_max
      value: -30.464693842536324
    - type: nauc_precision_at_5_diff1
      value: 6.837543215418572
    - type: nauc_precision_at_5_max
      value: -32.9314191958357
    - type: nauc_recall_at_1000_diff1
      value: 8.533481249495253
    - type: nauc_recall_at_1000_max
      value: -30.221386840946657
    - type: nauc_recall_at_100_diff1
      value: -1.394100451328846
    - type: nauc_recall_at_100_max
      value: -41.79269914007117
    - type: nauc_recall_at_10_diff1
      value: 13.77128337229429
    - type: nauc_recall_at_10_max
      value: -44.513151444340814
    - type: nauc_recall_at_1_diff1
      value: 19.300742296090192
    - type: nauc_recall_at_1_max
      value: -39.01422276688408
    - type: nauc_recall_at_20_diff1
      value: 8.568504019773036
    - type: nauc_recall_at_20_max
      value: -47.8434381158021
    - type: nauc_recall_at_3_diff1
      value: 9.308189193923543
    - type: nauc_recall_at_3_max
      value: -39.95524531900913
    - type: nauc_recall_at_5_diff1
      value: 10.205415401777017
    - type: nauc_recall_at_5_max
      value: -38.78454250086998
    - type: ndcg_at_1
      value: 16.326999999999998
    - type: ndcg_at_10
      value: 14.472999999999999
    - type: ndcg_at_100
      value: 24.621000000000002
    - type: ndcg_at_1000
      value: 37.964999999999996
    - type: ndcg_at_20
      value: 16.55
    - type: ndcg_at_3
      value: 15.432000000000002
    - type: ndcg_at_5
      value: 14.654
    - type: precision_at_1
      value: 18.367
    - type: precision_at_10
      value: 14.285999999999998
    - type: precision_at_100
      value: 5.612
    - type: precision_at_1000
      value: 1.39
    - type: precision_at_20
      value: 11.735
    - type: precision_at_3
      value: 17.007
    - type: precision_at_5
      value: 16.326999999999998
    - type: recall_at_1
      value: 1.4449999999999998
    - type: recall_at_10
      value: 10.796999999999999
    - type: recall_at_100
      value: 36.172
    - type: recall_at_1000
      value: 75.737
    - type: recall_at_20
      value: 17.494
    - type: recall_at_3
      value: 3.74
    - type: recall_at_5
      value: 6.131
  - task:
      type: Classification
    dataset:
      type: mteb/toxic_conversations_50k
      name: MTEB ToxicConversationsClassification
      config: default
      split: test
      revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
    metrics:
    - type: accuracy
      value: 62.5244140625
    - type: ap
      value: 11.036738738208067
    - type: ap_weighted
      value: 11.036738738208067
    - type: f1
      value: 48.178922337841016
    - type: f1_weighted
      value: 70.79346668027127
  - task:
      type: Classification
    dataset:
      type: mteb/tweet_sentiment_extraction
      name: MTEB TweetSentimentExtractionClassification
      config: default
      split: test
      revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
    metrics:
    - type: accuracy
      value: 59.60384833050367
    - type: f1
      value: 59.89473957112635
    - type: f1_weighted
      value: 59.21770850754739
  - task:
      type: Clustering
    dataset:
      type: mteb/twentynewsgroups-clustering
      name: MTEB TwentyNewsgroupsClustering
      config: default
      split: test
      revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
    metrics:
    - type: v_measure
      value: 40.52017931682707
    - type: v_measures
      value: [0.41056001750265486, 0.4115812168479953, 0.4020131539653664, 0.41845373495523314, 0.3990043371824943]
  - task:
      type: PairClassification
    dataset:
      type: mteb/twittersemeval2015-pairclassification
      name: MTEB TwitterSemEval2015
      config: default
      split: test
      revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
    metrics:
    - type: cos_sim_accuracy
      value: 84.19860523335518
    - type: cos_sim_ap
      value: 67.98183780223552
    - type: cos_sim_f1
      value: 63.287574797606474
    - type: cos_sim_precision
      value: 56.98288611874076
    - type: cos_sim_recall
      value: 71.16094986807387
    - type: dot_accuracy
      value: 81.0872027180068
    - type: dot_ap
      value: 57.080616165589994
    - type: dot_f1
      value: 57.184056030487184
    - type: dot_precision
      value: 46.899814157796925
    - type: dot_recall
      value: 73.24538258575198
    - type: euclidean_accuracy
      value: 84.10919711509806
    - type: euclidean_ap
      value: 68.02422564958268
    - type: euclidean_f1
      value: 63.76539589442815
    - type: euclidean_precision
      value: 57.40232312565998
    - type: euclidean_recall
      value: 71.71503957783642
    - type: manhattan_accuracy
      value: 84.06747332657805
    - type: manhattan_ap
      value: 67.74186393843273
    - type: manhattan_f1
      value: 63.57935359382538
    - type: manhattan_precision
      value: 58.55175477565526
    - type: manhattan_recall
      value: 69.55145118733509
    - type: max_accuracy
      value: 84.19860523335518
    - type: max_ap
      value: 68.02422564958268
    - type: max_f1
      value: 63.76539589442815
  - task:
      type: PairClassification
    dataset:
      type: mteb/twitterurlcorpus-pairclassification
      name: MTEB TwitterURLCorpus
      config: default
      split: test
      revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
    metrics:
    - type: cos_sim_accuracy
      value: 89.40311250824699
    - type: cos_sim_ap
      value: 86.47944792205789
    - type: cos_sim_f1
      value: 78.80539499036608
    - type: cos_sim_precision
      value: 75.95714285714286
    - type: cos_sim_recall
      value: 81.87557745611333
    - type: dot_accuracy
      value: 87.8468583847557
    - type: dot_ap
      value: 83.05643449341216
    - type: dot_f1
      value: 76.55210439257489
    - type: dot_precision
      value: 73.24330027431948
    - type: dot_recall
      value: 80.17400677548507
    - type: euclidean_accuracy
      value: 89.29250591842279
    - type: euclidean_ap
      value: 86.35499372223612
    - type: euclidean_f1
      value: 78.9011715450439
    - type: euclidean_precision
      value: 75.43009620110948
    - type: euclidean_recall
      value: 82.7071142593163
    - type: manhattan_accuracy
      value: 89.26339892110063
    - type: manhattan_ap
      value: 86.2956040159182
    - type: manhattan_f1
      value: 78.78428904601488
    - type: manhattan_precision
      value: 75.87165775401068
    - type: manhattan_recall
      value: 81.92947336002464
    - type: max_accuracy
      value: 89.40311250824699
    - type: max_ap
      value: 86.47944792205789
    - type: max_f1
      value: 78.9011715450439
license: apache-2.0
language:
    - fr
    - en
---

# [bilingual-embedding-small](https://huggingface.co/Lajavaness/bilingual-embedding-small)

Bilingual-embedding is the Embedding Model for bilingual language: french and english. This model is a specialized sentence-embedding trained specifically for the bilingual language, leveraging the robust capabilities of [Multilingual-MiniLM-L12-H384](https://huggingface.co/microsoft/Multilingual-MiniLM-L12-H384), a pre-trained language model  is built upon [multilingual-e5](https://huggingface.co/intfloat/multilingual-e5-small) architecture. The model utilizes MiniLM to encode english-french sentences into a 1024-dimensional vector space, facilitating a wide range of applications from semantic search to text clustering. The embeddings capture the nuanced meanings of english-french sentences, reflecting both the lexical and contextual layers of the language.


## Full Model Architecture
```
SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BilingualModel 
  (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
  (2): Normalize()
)
```

## Training and Fine-tuning process
#### Stage 1: NLI Training
- Dataset: [(SNLI+XNLI) for english+french]
- Method: Training using Multi-Negative Ranking Loss. This stage focused on improving the model's ability to discern and rank nuanced differences in sentence semantics.
### Stage 3: Continued Fine-tuning for Semantic Textual Similarity on STS Benchmark
- Dataset: [STSB-fr and en]
- Method: Fine-tuning specifically for the semantic textual similarity benchmark using Siamese BERT-Networks configured with the 'sentence-transformers' library. 
### Stage 4: Advanced Augmentation Fine-tuning
- Dataset: STSB with generate [silver sample from gold sample](https://www.sbert.net/examples/training/data_augmentation/README.html)
- Method: Employed an advanced strategy using [Augmented SBERT](https://arxiv.org/abs/2010.08240) with Pair Sampling Strategies, integrating both Cross-Encoder and Bi-Encoder models. This stage further refined the embeddings by enriching the training data dynamically, enhancing the model's robustness and accuracy.


## Usage:

Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:

```
pip install -U sentence-transformers
```

Then you can use the model like this:

```python
from sentence_transformers import SentenceTransformer

sentences = ["Paris est une capitale de la France", "Paris is a capital of France"]

model = SentenceTransformer('Lajavaness/bilingual-embedding-small', trust_remote_code=True)
print(embeddings)

```





## Evaluation

TODO

## Citation

    @article{conneau2019unsupervised,
      title={Unsupervised cross-lingual representation learning at scale},
      author={Conneau, Alexis and Khandelwal, Kartikay and Goyal, Naman and Chaudhary, Vishrav and Wenzek, Guillaume and Guzm{\'a}n, Francisco and Grave, Edouard and Ott, Myle and Zettlemoyer, Luke and Stoyanov, Veselin},
      journal={arXiv preprint arXiv:1911.02116},
      year={2019}
    }

	@article{reimers2019sentence,
	   title={Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks},
	   author={Nils Reimers, Iryna Gurevych},
	   journal={https://arxiv.org/abs/1908.10084},
	   year={2019}
	}

    @article{thakur2020augmented,
      title={Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks},
      author={Thakur, Nandan and Reimers, Nils and Daxenberger, Johannes and Gurevych, Iryna},
      journal={arXiv e-prints},
      pages={arXiv--2010},
      year={2020}