Upload 4 files

ITOG.csv

@@ -0,0 +1,32 @@
+Model,NUM_Q_multich_EM,NUM_Q_multich_CC,NUM_Q_multich_PM,NUM_Q_onech_EM,NUM_Q_seq_EM,NUM_Q_seq_CC,NUM_Q_seq_PM,NUM_Q_map_EM,NUM_Q_map_CC,NUM_Q_map_PM,OPEN_Q_EM,OPEN_Q_F1,OPEN_Q_LR,LEADERBOARD
+claude-3.5-sonnet,84.2047930283224,87.037037037037,91.557734204793,96.0132890365448,70.6185567010309,70.6185567010309,71.1340206185567,46.7811158798283,46.7811158798283,48.9270386266094,64.9484536082474,72.1616173155497,81.745704467354,71.73300254651792
+gpt-4o,73.6383442265795,78.322440087146,84.2592592592593,94.4352159468439,60.8247422680412,61.340206185567,62.8865979381443,18.0257510729614,18.4549356223176,24.2489270386266,13.4020618556701,65.2801523778733,75.1821305841924,56.17698188178635
+qwen2:72b-instruct-q4_0,55.5862949563737,69.9723345392637,71.8769951053416,85.6647599237303,62.010582010582,62.1164021164021,62.1164021164021,31.4001657000828,34.3827671913836,36.8682684341342,8.92970234325522,43.0269331550944,57.1019632678911,52.38873621999514
+GigaChat_Pro,63.2897603485839,66.2309368191721,75.4357298474945,76.3289036544851,52.0618556701031,52.0618556701031,52.0618556701031,11.587982832618,11.587982832618,15.8798283261803,40.893470790378,47.6443830947436,64.5051546391753,48.42843847659678
+yandexgpt_pro,47.2766884531591,49.3464052287582,75.0544662309368,84.8837209302326,41.7525773195876,41.7525773195876,43.298969072165,5.5793991416309,5.5793991416309,7.29613733905579,15.4639175257732,50.7635115107509,63.6975945017182,40.90348951653745
+GigaChat_Plus,51.19825708061,55.5555555555556,68.0283224400871,69.2691029900332,34.020618556701,34.020618556701,34.020618556701,6.00858369098712,6.00858369098712,8.15450643776824,32.9896907216495,40.1954759333432,58.8831615120275,38.3348535171655
+GigaChat_Lite,51.19825708061,55.5555555555556,68.0283224400871,69.2691029900332,34.020618556701,34.020618556701,34.020618556701,6.00858369098712,6.00858369098712,8.15450643776824,32.6460481099656,40.3723509295672,58.9209621993127,38.32493298422898
+gemma2:9b-instruct-q4_0,40.6469461587572,52.6282187699511,63.8540114918068,76.5817299358641,29.3121693121693,30.4761904761905,35.026455026455,4.30820215410108,4.88815244407622,9.48632974316487,24.4458518049398,32.0378038500143,49.7612412919569,34.88102326611132
+llama3:70b-instruct-q4_0,33.4964886145989,59.8638008086827,59.1828048520962,78.1417923383602,16.6137566137566,17.8835978835979,28.4126984126984,4.14250207125104,5.2195526097763,7.24937862468931,10.3229892336922,44.8346410536552,60.4901836605447,32.75801436749228
+mistral-123b,42.26579521,64.27015251,61.87363834,0.0,0.0,82.98969072,0.0,0.858369099,27.46781116,3.433476395,21.64948454,39.29104393,49.30584192,30.26
+yandexgpt_lite,7.29847494553377,8.06100217864924,54.0849673202614,76.1627906976744,19.5876288659794,19.5876288659794,24.4845360824742,1.28755364806867,1.28755364806867,6.65236051502146,31.9587628865979,49.8317287269818,64.9347079037801,28.093822791159262
+llama3.1:70b-instruct-q4_0,26.4311555650138,50.3298574164716,61.5450095765056,24.284971398856,8.35978835978836,15.6613756613757,26.5608465608466,1.49130074565037,2.23695111847556,10.149130074565,14.3128562381254,48.89922596918,63.82900569981,27.237805721897228
+llama-405b,10.6753812636166,35.2941176470588,65.958605664488,0.913621262458472,1.54639175257732,9.27835051546392,27.5773195876289,0.858369098712446,4.29184549356223,39.6995708154506,4.46735395189003,43.3361397687549,58.5773195876289,23.267260493022395
+qwen2:7b-instruct-q4_0,10.3851883379442,13.024047669717,54.7137688869972,66.2159819726122,19.5767195767196,20.5291005291005,21.2698412698413,1.90555095277548,2.31980115990058,7.49792874896438,3.73654211526282,11.4397586578317,32.7891070297657,20.41564130057174
+ilyagusev/saiga_llama3,2.08555011704618,10.0021281123643,47.3824217918706,63.0438550875368,6.87830687830688,6.87830687830688,18.0952380952381,0.0,0.0,2.8169014084507,6.90310322989234,21.9392109592531,40.68397720076,17.439153827617375
+phi3:14b-medium-4k-instruct-q4_0,0.0425622472866567,0.148967865503299,57.1398169823367,56.6302652106084,2.75132275132275,4.86772486772487,36.2962962962963,0.0,0.331400165700083,9.07207953603977,5.25649145028499,16.8528380209838,31.6485117162761,17.0029443931049
+mistral:7b-instruct-v0.3-q4_0,0.0,0.0212811236433284,44.5520323473079,46.6458658346334,0.0,0.0,26.984126984127,0.0,0.0,3.93537696768848,2.46991766941102,11.6013570437946,26.0025332488917,12.477883939961341
+solar:10.7b-instruct-v1-q4_0,0.0,0.25537348371994,48.669929772292,46.2991853007454,0.0,0.211640211640212,18.2539682539683,0.0,0.0828500414250207,3.23115161557581,3.41988600379987,11.4318388715363,23.1849271690944,11.92621159413825
+random,4.04341349223239,7.59736114066823,32.698446477974,24.5103137458832,14.0740740740741,14.0740740740741,14.0740740740741,0.828500414250207,0.828500414250207,3.23115161557581,,,,11.595990952305634
+wavecut/vikhr:7b-instruct_0.4-Q4_1,0.0,0.0212811236433284,36.1247073845499,34.3213728549142,0.952380952380952,2.75132275132275,6.24338624338624,0.0,0.0,0.579950289975145,10.0063331222293,19.0998530939532,34.2970234325522,11.107508557608245
+llama3:8b-instruct-q4_0,0.319216854649925,1.00021281123643,47.4037029155139,26.4863927890449,0.529100529100529,1.48148148148148,4.07407407407407,0.0,0.0828500414250207,2.27837613918807,0.0633312222925902,17.1091465760483,35.2742241925269,10.469393048198624
+mixtral:8x7b-instruct-v0.1-q4_0,0.0,11.8110236220472,51.0534156203448,8.66701334720055,0.105820105820106,16.9312169312169,19.4708994708995,0.0,1.65700082850041,10.4805302402651,0.633312222925902,5.19230683158126,9.84547181760608,10.449847002954446
+yi:9b,4.08597573951905,11.5130878910406,34.8691210895935,25.8970358814353,8.99470899470899,10.2645502645503,12.6984126984127,0.0,0.248550124275062,1.40845070422535,0.633312222925902,3.4585674314986,15.136795440152,9.939120652487487
+gemma:7b-instruct-v1.1-q4_0,2.40476697169611,12.1302404766972,30.9640349010428,27.2837580169873,4.97354497354497,11.7460317460317,5.60846560846561,0.828500414250207,0.828500414250207,2.52692626346313,0.0633312222925902,6.03356941864105,23.6782773907536,9.928457524470495
+llama3.1:8b-instruct-q4_0,0.0638433709299851,0.617152585656523,46.7439880825708,8.40700294678454,0.0,1.90476190476191,6.34920634920635,0.0,0.0,4.63960231980116,0.443318556048132,19.2284319751355,39.6263457884737,9.847973375336048
+qwen:7b,0.0,0.0212811236433284,30.0915088316663,37.0948171260184,8.99470899470899,10.0529100529101,11.957671957672,0.0,0.0,1.32560066280033,0.0,2.44002256870951,17.0981633945535,9.159744977898649
+gemma2:27b-instruct-q4_0,1.44711640774633,6.89508406043839,36.7950627793147,22.1528861154446,2.53968253968254,8.57142857142857,8.57142857142857,0.0,0.0828500414250207,0.787075393537697,1.64661177960735,8.23779148465489,15.1519949335022,8.683000975246989
+yi:6b,0.595871462013194,8.93807193019791,21.5896999361566,12.619171433524,0.317460317460317,9.73544973544974,1.74603174603175,0.165700082850041,0.828500414250207,0.414250207125104,0.189993666877771,2.29393179599174,10.265357821406,5.361499273025722
+llama2:13b,0.0,0.0425622472866567,28.2400510746967,0.0,0.0,0.105820105820106,2.75132275132275,0.0,0.0,0.124275062137531,0.0633312222925902,5.16796089780207,13.0633312222926,3.812204198742385
+AnatoliiPotapov/T-lite-instruct-0.1,0.0,7.29847494553376,52.1786492374727,0.0,0.0,17.0103092783505,17.0103092783505,0.0,0.858369098712446,2.57510729613733,0.0,4.52000213091168,9.50859106529209,8.535370179289309
+Среднее значение,20.422671397760762,27.460168212211308,53.39834082949528,44.60746395894965,16.713903889161614,22.297459953762353,24.435189730722378,4.735537689666839,6.078146908927527,9.437473109299502,12.136533079873367,27.02488259909779,40.83412427928588,23.698010251848952

oblzn.csv

@@ -0,0 +1,32 @@
+Model,GEO_num_q_EM,GEO_num_q_CC,GEO_num_q_PM,GEO_open_q_EM,GEO_open_q_F1,GEO_open_q_LR,GEO_avg,HIST_num_q_EM,HIST_num_q_CC,HIST_num_q_PM,HIST_open_q_EM,HIST_open_q_F1,HIST_open_q_LR,HIST_avg,SOC_num_q_EM,SOC_num_q_CC,SOC_num_q_PM,SOC_open_q_EM,SOC_open_q_F1,SOC_open_q_LR,SOC_avg,POL_num_q_EM,POL_num_q_CC,POL_num_q_PM,POL_avg,DOMAIN_avg
+claude-3.5-sonnet,91.324200913242,91.7808219178082,92.351598173516,69.6969696969697,77.7833237816263,83.6666666666667,84.43393019163814,81.2297734627832,81.5533980582524,82.9557713052859,57.2192513368984,65.2335005485077,77.9197860962567,74.35191346799739,87.3804971319312,89.3881453154876,92.0172084130019,94.7368421052632,96.4912280701754,97.2368421,92.87512718930988,78.2608695652174,78.2608695652174,81.5217391304348,79.34782608695654,83.2385382549782
+gpt-4o,80.5936073059361,81.0502283105023,82.5342465753425,3.03030303030303,71.3585280061966,75.7878787878788,65.72579866935989,71.0895361380798,72.168284789644,75.2966558791802,16.5775401069519,58.3967637801363,72.1283422459893,60.942853823330246,82.1223709369025,85.3728489483748,88.4799235181644,15.7894736842105,88.5964912280702,89.1578947,74.91983383595372,73.9130434782609,73.9130434782609,76.0869565217391,74.6376811594203,68.25923625952971
+gemma2:27b-instruct-q4_0,15.5348837209302,36.2325581395349,34.7209302325581,1.36518771331058,6.08108161580778,12.3447098976109,17.71322521995874,9.0968443960827,29.5756256800871,26.822633297062,1.97309417040359,8.93722159294191,16.0089686098655,15.402397957740467,8.88761467889908,29.1284403669725,42.6032110091743,0.0,7.37259511525245,14.374269005848,17.061021696024387,23.7947122861586,59.0979782270607,46.8895800933126,43.26075686884396,20.51629237375588
+gemma2:9b-instruct-q4_0,58.9302325581395,62.3720930232558,64.4883720930233,30.7167235494881,38.6347348301442,54.7849829351536,51.65452316486741,39.8694232861806,43.4385201305767,48.139281828074,17.6681614349776,25.4223580804077,44.1973094170404,36.45584236287616,59.6139143730887,68.4633027522936,72.887996941896,57.8947368421053,63.8700918964077,77.4327485380117,66.6937985573005,68.2737169517885,71.3841368584759,70.4510108864697,70.0362882322447,54.234945200333264
+gemma:7b-instruct-v1.1-q4_0,20.8372093023256,39.2093023255814,42.046511627907,0.0,3.94542088889186,19.0238907849829,20.843722488281458,9.88030467899891,19.8258977149075,23.8737758433079,0.0896860986547085,4.38105088097796,23.3417040358744,13.565403208786895,12.6911314984709,32.0336391437309,43.243501529052,0.0,20.3867021011607,33.8479532163743,23.70048791479813,27.6827371695179,54.7433903576983,55.6765163297045,46.03421461897357,23.179063120386648
+ilyagusev/saiga_llama3,37.8139534883721,40.8372093023256,49.3023255813954,15.358361774744,35.1715192074092,52.7337883959044,38.53619295835845,26.2241566920566,27.7040261153428,37.1490750816104,2.51121076233184,15.1855722725022,34.7470852017937,23.920187687606255,26.5863914373089,32.2438837920489,56.5271406727829,21.0526315789474,43.3031923570162,58.7485380116959,39.74362964163337,60.8087091757387,63.2970451010886,63.9191290824261,62.67496111975114,38.15356881356391
+llama-405b,2.96803652968037,60.5022831050228,65.8675799086758,3.03030303030303,54.4968247368757,63.7878787878788,41.77548434973942,3.23624595469256,49.4066882416397,57.9288025889968,5.88235294117647,40.1711497630425,58.3208556149733,35.824349184086884,6.78776290630975,53.9196941,68.7380497131931,0.0,39.5268745890773,50.7894736842105,36.62697583213178,0.0,72.4637681,68.8405797101449,47.1014492700483,39.36500971456636
+llama2:13b,0.0,31.6279069767442,4.69767441860465,0.341296928327645,9.40460676527417,20.5904436860068,11.11032146249291,0.0,19.0424374319913,5.61479869423286,0.0,4.03632452572392,11.5237668161435,6.702887911348597,0.0,9.53746177370031,20.3172782874618,0.0,5.28747736387109,10.2046783625731,7.55781596460105,0.0,49.3001555209953,5.05443234836703,18.11819595645411,9.837178090477034
+llama3.1:70b-instruct-q4_0,17.2558139534884,60.6511627906977,65.3255813953489,5.11945392491468,59.2786046255473,67.2184300341297,45.80817445402112,16.7791077257889,46.8335146898803,51.2622415669206,16.1434977578475,43.4389491770808,61.27533632287,39.288774540064686,28.3448012232416,64.7362385321101,71.1678134556575,18.1286549707602,66.7182357754662,74.672514619883,53.96137642951976,17.8849144634526,72.6283048211509,71.850699844479,54.12130637636083,47.46256531765313
+llama3.1:8b-instruct-q4_0,4.6046511627907,31.8139534883721,32.1860465116279,0.0,32.1790002422677,49.0546075085324,24.973043152265134,3.13384113166485,24.3960826985854,30.4678998911861,0.62780269058296,14.4408672828017,36.1085201793722,18.195835645698867,3.26834862385321,24.8853211009174,51.5768348623853,0.0,28.2554385814658,46.4093567251462,25.732549982294653,11.5085536547434,57.0762052877138,51.1664074650078,39.917055469155,25.388559004238896
+llama3:70b-instruct-q4_0,57.3953488372093,63.4883720930233,63.9069767441861,5.80204778156997,60.7482833489855,68.3788395904437,53.28664473256964,40.7181719260065,46.5070729053319,49.2491838955386,10.6726457399103,40.3680070949795,58.322869955157,40.9729919194873,52.3891437308869,70.7759938837921,67.8516819571865,15.7894736842105,46.6919490734894,61.1052631578947,52.43391758124334,68.895800933126,70.6065318818041,71.3841368584759,70.29548989113533,51.95465690824798
+llama3:8b-instruct-q4_0,15.8139534883721,35.5348837209302,45.7674418604651,0.0,31.6684961159729,48.0511945392492,29.472661620831584,10.5114254624592,25.5495103373232,33.8737758433079,0.0896860986547085,12.4341412479717,31.7417040358744,19.033373837598518,11.2767584097859,27.1215596330275,57.7025993883792,0.0,22.6456467258,36.4152046783626,25.860294805892533,20.99533437014,62.6749611197512,62.5194401244168,48.729911871436,28.20893891429732
+mistral-123b,7.53424657534247,78.0821917808219,44.4063926940639,30.3030303030303,47.3776193702807,57.3181818181818,44.170277090286845,8.52211434735707,70.2265372168285,40.0755124056095,18.1818181818182,31.4800583137704,42.75935828877,35.20756645902562,26.5774378585086,75.5258126195029,56.4053537284895,23.6842105263158,63.6842105263158,67.6052631578947,52.24704806950455,0.0,75.3623188405797,44.2028985507246,39.8550724637681,43.30069367162888
+mistral:7b-instruct-v0.3-q4_0,25.4883720930233,29.953488372093,44.4883720930233,6.8259385665529,14.7143576600266,29.5290102389079,25.166589837271164,18.759521218716,23.8302502720348,34.7007616974973,0.717488789237668,8.34350531701643,24.0941704035874,18.407616283014935,18.4059633027523,23.7576452599388,52.3318042813456,6.4327485380117,27.5101026274299,32.4035087719298,26.806962130234684,49.4556765163297,57.3872472783826,58.0093312597201,54.950751684810804,27.959012597978905
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+AnatoliiPotapov/T-lite-instruct-0.1,0.0,49.7716894977168,55.2511415525114,0.0,5.98577838322242,11.4848484848484,20.415576319716504,0.0,42.0711974110032,47.8964401294498,0.0,4.86769650696588,10.2192513368983,17.509097564052862,0.0,38.4321223709369,61.4244741873805,0.0,0.00263157894736842,2.57894736842105,17.073029250947638,0.0,72.463768115942,65.5797101449275,46.014492753623166,22.287128431865312
+random,16.8372093023256,17.5813953488372,22.3720930232558,,,,18.930232558139533,13.2535364526659,13.9281828073993,20.4134929270947,,,,15.8650707290533,11.6207951070336,13.8188073394495,29.0997706422018,,,,18.17979102956163,26.1275272161742,26.905132192846,28.149300155521,27.0606531881804,20.008936876233715
+Среднее значение,29.880201459366805,46.53941959070982,48.47677831884586,12.408882147221165,30.006934958343034,41.73283268789527,34.67799657397413,21.463808930187533,35.19338745354782,38.45775876510528,8.31005917790407,20.265208825603864,35.59972857920629,26.449636095761793,27.4838049859374,41.92850664009434,57.09215587141762,,,,,36.01719746658553,59.460297067071,54.94415089722411,50.14054847696021,35.23945202839481

provokac.csv

@@ -0,0 +1,32 @@
+Model,PROVOC_1_num_q_EM,PROVOC_1_num_q_CC,PROVOC_1_num_q_PM,PROVOC_1_open_q_EM,PROVOC_1_open_q_F1,PROVOC_1_open_q_LR,PROVOC_1_avg,PROVOC_2_num_q_EM,PROVOC_2_num_q_CC,PROVOC_2_num_q_PM,PROVOC_2_open_q_EM,PROVOC_2_open_q_F1,PROVOC_2_open_q_LR,PROVOC_2_avg,PROVOC_3_num_q_EM,PROVOC_3_num_q_CC,PROVOC_3_num_q_PM,PROVOC_3_open_q_EM,PROVOC_3_open_q_F1,PROVOC_3_open_q_LR,PROVOC_3_avg,PROVOC_avg
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+qwen2:7b-instruct-q4_0,40.3705592384838,41.9683834778174,54.3770185279619,3.78289473684211,12.2433821762303,34.2121710526316,31.159068201661185,38.1770145310436,40.105680317041,53.553500660502,4.55531453362256,12.2532095018336,33.5726681127983,30.369564609473503,23.5772357723577,25.8807588075881,50.9993224932249,2.94117647058823,9.74641760239777,30.3843137254902,23.921537478607817,28.483390096580838
+qwen:7b,19.496855345912,19.9898011218766,29.7977222505524,0.0,2.53149921250892,16.6134868421053,14.738227462159204,20.2113606340819,20.5284015852048,29.8546895640687,0.0,2.9492578357003,18.6898047722343,15.372252398548332,10.6029810298103,11.0772357723577,27.10027100271,0.0,1.87065931868442,16.2372549019608,11.148067004253868,13.752848954987138
+solar:10.7b-instruct-v1-q4_0,22.7265000849906,31.7525072242053,48.6996430392657,2.96052631578947,12.611043103768,25.0707236842105,23.97015724203826,26.1558784676354,34.7159841479524,50.1453104359313,4.12147505422994,11.1460215172048,23.6637744034707,24.991407337737424,11.6531165311653,18.3265582655827,45.0033875338753,3.33333333333333,10.2843989247715,20.5039215686274,18.184119359559254,22.38189464644498
+wavecut/vikhr:7b-instruct_0.4-Q4_1,16.9471358150603,20.9246982831888,31.2850586435492,9.70394736842105,18.138570599769,32.7384868421053,21.62298292534894,18.6261558784676,23.7252311756935,34.1479524438573,9.76138828633406,20.2412450317039,35.527114967462,23.671514630586397,9.72222222222222,12.8048780487805,32.6388888888889,10.5882352941176,19.2141238256413,35.043137254902,20.001914255758752,21.76547060389803
+yi:6b,5.9323474417814,25.922148563658,19.8368179500255,0.164473684210526,1.66768509191218,8.45559210526316,10.329844139475128,7.84676354029062,27.2655217965654,21.664464993395,0.433839479392625,2.71018597592006,11.409978308026,11.888459015598285,3.89566395663957,18.360433604336,20.0542005420054,0.0,2.66425497076314,11.3882352941176,9.393798061310283,10.5373670721279
+yi:9b,15.4682984871664,26.6020737718851,33.2313445520993,0.986842105263158,3.19675483677559,14.8717105263158,15.726170713250893,14.7952443857332,29.4848084544254,34.6235138705416,0.433839479392625,3.52530523130186,14.0694143167028,16.155354289682915,10.1964769647696,23.0691056910569,32.8590785907859,0.392156862745098,3.71036337636581,16.4176470588235,14.440804757424466,15.440776586786093
+GigaChat_Lite,60.2159468438538,62.4584717607973,65.0332225913621,33.0357142857143,40.9633292643836,60.4375,53.69069745768518,54.6666666666667,56.6666666666667,60.1333333333333,34.5238095238095,42.2388149962259,62.6666666666667,51.815992975561464,41.8487394957983,45.2100840336134,52.0168067226891,30.5263157894737,38.0252714022117,53.821052631579,43.57471167922753,49.693800704158065
+GigaChat_Plus,60.2159468438538,62.4584717607973,65.0332225913621,32.1428571428571,40.6589114935278,58.9017857142857,53.235199257780636,54.6666666666667,56.6666666666667,60.1333333333333,34.5238095238095,41.8542728148981,62.8809523809524,51.787616897721115,41.8487394957983,45.2100840336134,52.0168067226891,32.6315789473684,38.1823841355402,55.3263157894737,44.202651520747175,49.74182255874965
+GigaChat_Pro,69.2691029900332,70.1827242524917,72.7159468438538,43.75,51.2258923889299,67.6160714285714,62.45995631731333,65.0666666666667,67.0666666666667,69.8,41.6666666666667,48.8871336719648,67.2976190476191,59.964125453263996,51.4285714285714,54.453781512605,58.9075630252101,36.8421052631579,42.3231189954232,58.3684210526316,50.3872602129332,57.60378066117019
+yandexgpt_lite,44.9335548172757,45.8471760797342,60.6727574750831,30.3571428571429,54.3516030514378,67.375,50.58953904677895,45.8666666666667,46.2666666666667,60.4,33.3333333333333,50.0530790747819,66.6309523809524,50.4251163537335,23.5294117647059,24.7058823529412,50.2521008403361,32.6315789473684,44.307314479042,60.5578947368421,39.33069718687261,46.78178419579502
+yandexgpt_pro,69.3521594684385,70.0996677740864,76.7441860465116,8.92857142857143,54.2402693529171,66.5,57.64414234508751,60.2666666666667,60.6666666666667,70.1333333333333,27.3809523809524,53.1044518132574,63.5595238095238,55.851932445066716,44.2016806722689,45.7142857142857,60.8403361344538,12.6315789473684,44.5947129451386,60.5157894736842,44.749730647866606,52.748601812673606
+AnatoliiPotapov/T-lite-instruct-0.1,0.0,46.0963455149501,57.3089700996677,0.0,3.78774277105296,8.32142857142857,19.252414492849887,0.0,50.1333333333333,57.3333333333333,0.0,4.16991385649386,9.29761904761904,20.15569992846325,0.0,30.0840336134453,50.2521008403361,0.0,5.69284911359877,11.0947368421052,16.187286734914228,18.531800385409117
+random,15.4513003569607,16.8111507734149,25.5141934387217,,,,19.258881523032432,14.3196829590489,15.4821664464993,23.3157199471598,,,,17.705856450902665,10.0271002710027,11.4837398373984,25.0338753387534,,,,15.5149051490515,17.49321437432887
+Среднее значение,28.52936737590093,44.2310730021051,50.04921022173554,10.202589807852965,24.159358179129956,38.207297758284604,32.475098193357645,27.412146945964654,43.57832924332108,49.3511385796062,10.986296181523949,25.99300859152804,39.91486856653161,32.731103946728815,19.67682398162517,31.910542672353493,45.23057698689233,9.293276764896985,21.83162217162271,36.187325612506214,27.231411906043103,30.812538015376525

vidvopr.csv

@@ -0,0 +1,32 @@
+Model,NUM_Q_multich_EM,NUM_Q_multich_CC,NUM_Q_multich_PM,NUM_Q_onech_EM,NUM_Q_onech_CC,NUM_Q_onech_PM,NUM_Q_seq_EM,NUM_Q_seq_CC,NUM_Q_seq_PM,NUM_Q_map_EM,NUM_Q_map_CC,NUM_Q_map_PM,OPEN_Q_EM,OPEN_Q_F1,OPEN_Q_LR,Q_TYPE_avg
+claude-3.5-sonnet,84.2047930283224,87.037037037037,91.557734204793,96.0132890365448,96.0132890365448,96.0132890365448,70.6185567010309,70.6185567010309,71.1340206185567,46.7811158798283,46.7811158798283,48.9270386266094,64.9484536082474,72.1616173155497,81.745704467354,74.9703740785215
+gpt-4o,73.6383442265795,78.322440087146,84.2592592592593,94.4352159468439,94.5182724252492,94.5182724252492,60.8247422680412,61.340206185567,62.8865979381443,18.0257510729614,18.4549356223176,24.2489270386266,13.4020618556701,65.2801523778733,75.1821305841924,61.28915395424806
+gemma2:27b-instruct-q4_0,1.44711640774633,6.89508406043839,36.7950627793147,22.1528861154446,63.0265210608424,46.628531807939,2.53968253968254,8.57142857142857,8.57142857142857,0.0,0.0828500414250207,0.787075393537697,1.64661177960735,8.23779148465489,15.1519949335022,14.835604369799482
+gemma2:9b-instruct-q4_0,40.6469461587572,52.6282187699511,63.8540114918068,76.5817299358641,79.0084936730803,76.5990639625585,29.3121693121693,30.4761904761905,35.026455026455,4.30820215410108,4.88815244407622,9.48632974316487,24.4458518049398,32.0378038500143,49.7612412919569,40.604057339672394
+gemma:7b-instruct-v1.1-q4_0,2.40476697169611,12.1302404766972,30.9640349010428,27.2837580169873,53.5794765123938,53.4408042988386,4.97354497354497,11.7460317460317,5.60846560846561,0.828500414250207,0.828500414250207,2.52692626346313,0.0633312222925902,6.03356941864105,23.6782773907536,15.739348575289926
+ilyagusev/saiga_llama3,2.08555011704618,10.0021281123643,47.3824217918706,63.0438550875368,64.3092390362281,64.2052348760617,6.87830687830688,6.87830687830688,18.0952380952381,0.0,0.0,2.8169014084507,6.90310322989234,21.9392109592531,40.68397720076,23.681564911421045
+llama-405b,10.6753812636166,35.29411765,65.95860566,0.913621262458472,85.9634551495017,73.7541528239203,1.54639175257732,9.27835051546392,27.5773195876289,0.858369098712446,4.29184549356223,39.6995708154506,4.46735395189003,43.3361397687549,58.5773195876289,30.81279962541108
+llama2:13b,0.0,0.0425622472866567,28.2400510746967,0.0,41.0469752123418,1.73340266944011,0.0,0.105820105820106,2.75132275132275,0.0,0.0,0.124275062137531,0.0633312222925902,5.16796089780207,13.0633312222926,6.155935497695527
+llama3.1:70b-instruct-q4_0,26.4311555650138,50.3298574164716,61.5450095765056,24.284971398856,82.6833073322933,81.1232449297972,8.35978835978836,15.6613756613757,26.5608465608466,1.49130074565037,2.23695111847556,10.149130074565,14.3128562381254,48.89922596918,63.82900569981,34.52653510978363
+llama3.1:8b-instruct-q4_0,0.0638433709299851,0.617152585656523,46.7439880825708,8.40700294678454,59.4037094817126,48.6566129311839,0.0,1.90476190476191,6.34920634920635,0.0,0.0,4.63960231980116,0.443318556048132,19.2284319751355,39.6263457884737,15.738931752817674
+llama3:70b-instruct-q4_0,33.4964886145989,59.8638008086827,59.1828048520962,78.1417923383602,79.9791991679667,78.1591263650546,16.6137566137566,17.8835978835979,28.4126984126984,4.14250207125104,5.2195526097763,7.24937862468931,10.3229892336922,44.8346410536552,60.4901836605447,38.93283415402807
+llama3:8b-instruct-q4_0,0.319216854649925,1.00021281123643,47.4037029155139,26.4863927890449,64.1012307158953,63.5812099150633,0.529100529100529,1.48148148148148,4.07407407407407,0.0,0.0828500414250207,2.27837613918807,0.0633312222925902,17.1091465760483,35.2742241925269,17.58563668383605
+mistral-123b,42.26579521,64.27015251,61.87363834,0.0,89.0365448504983,53.2392026578073,0.0,82.98969072,0.0,0.858369099,27.46781116,3.433476395,21.64948454,39.29104393,49.30584192,35.712070088820376
+mistral:7b-instruct-v0.3-q4_0,0.0,0.0212811236433284,44.5520323473079,46.6458658346334,58.0689894262437,56.612931183914,0.0,0.0,26.984126984127,0.0,0.0,3.93537696768848,2.46991766941102,11.6013570437946,26.0025332488917,18.45962745531034
+mixtral:8x7b-instruct-v0.1-q4_0,0.0,11.8110236220472,51.0534156203448,8.66701334720055,77.8124458311666,67.2733576009707,0.105820105820106,16.9312169312169,19.4708994708995,0.0,1.65700082850041,10.4805302402651,0.633312222925902,5.19230683158126,9.84547181760608,18.72892096470301
+phi3:14b-medium-4k-instruct-q4_0,0.0425622472866567,0.148967865503299,57.1398169823367,56.6302652106084,77.2404229502513,72.2828913156526,2.75132275132275,4.86772486772487,36.2962962962963,0.0,0.331400165700083,9.07207953603977,5.25649145028499,16.8528380209838,31.6485117162761,24.704106091751175
+qwen2:72b-instruct-q4_0,55.5862949563737,69.9723345392637,71.8769951053416,85.6647599237303,89.3222395562489,85.9594383775351,62.010582010582,62.1164021164021,62.1164021164021,31.4001657000828,34.3827671913836,36.8682684341342,8.92970234325522,43.0269331550944,57.1019632678911,57.08901658624805
+qwen2:7b-instruct-q4_0,10.3851883379442,13.024047669717,54.7137688869972,66.2159819726122,67.8973825619691,67.0653492806379,19.5767195767196,20.5291005291005,21.2698412698413,1.90555095277548,2.31980115990058,7.49792874896438,3.73654211526282,11.4397586578317,32.7891070297657,26.691071250002647
+qwen:7b,0.0,0.0212811236433284,30.0915088316663,37.0948171260184,37.857514300572,37.0948171260184,8.99470899470899,10.0529100529101,11.957671957672,0.0,0.0,1.32560066280033,0.0,2.44002256870951,17.0981633945535,12.935267742618189
+solar:10.7b-instruct-v1-q4_0,0.0,0.25537348371994,48.669929772292,46.2991853007454,64.2745709828393,62.2811579129832,0.0,0.211640211640212,18.2539682539683,0.0,0.0828500414250207,3.23115161557581,3.41988600379987,11.4318388715363,23.1849271690944,18.773098641307982
+wavecut/vikhr:7b-instruct_0.4-Q4_1,0.0,0.0212811236433284,36.1247073845499,34.3213728549142,42.9883862021148,40.4402842780378,0.952380952380952,2.75132275132275,6.24338624338624,0.0,0.0,0.579950289975145,10.0063331222293,19.0998530939532,34.2970234325522,15.188418781937322
+yi:6b,0.595871462013194,8.93807193019791,21.5896999361566,12.619171433524,44.6697867914717,26.7464031894609,0.317460317460317,9.73544973544974,1.74603174603175,0.165700082850041,0.828500414250207,0.414250207125104,0.189993666877771,2.29393179599174,10.265357821406,9.40771203535113
+yi:9b,4.08597573951905,11.5130878910406,34.8691210895935,25.8970358814353,47.1658866354654,42.6417056682267,8.99470899470899,10.2645502645503,12.6984126984127,0.0,0.248550124275062,1.40845070422535,0.633312222925902,3.4585674314986,15.136795440152,14.601077385735296
+GigaChat_Lite,51.19825708061,55.5555555555556,68.0283224400871,69.2691029900332,71.0963455149502,69.2691029900332,34.020618556701,34.020618556701,34.020618556701,6.00858369098712,6.00858369098712,8.15450643776824,32.6460481099656,40.3723509295672,58.9209621993127,42.57263848666402
+GigaChat_Plus,51.19825708061,55.5555555555556,68.0283224400871,69.2691029900332,71.0963455149502,69.2691029900332,34.020618556701,34.020618556701,34.020618556701,6.00858369098712,6.00858369098712,8.15450643776824,32.9896907216495,40.1954759333432,58.8831615120275,42.58123628187567
+GigaChat_Pro,63.2897603485839,66.2309368191721,75.4357298474945,76.3289036544851,77.7408637873754,76.3289036544851,52.0618556701031,52.0618556701031,52.0618556701031,11.587982832618,11.587982832618,15.8798283261803,40.893470790378,47.6443830947436,64.5051546391753,52.24263117584123
+yandexgpt_lite,7.29847494553377,8.06100217864924,54.0849673202614,76.1627906976744,77.3255813953489,76.6611295681063,19.5876288659794,19.5876288659794,24.4845360824742,1.28755364806867,1.28755364806867,6.65236051502146,31.9587628865979,49.8317287269818,64.9347079037801,34.61376048323505
+yandexgpt_pro,47.2766884531591,49.3464052287582,75.0544662309368,84.8837209302326,85.0498338870432,84.8837209302326,41.7525773195876,41.7525773195876,43.298969072165,5.5793991416309,5.5793991416309,7.29613733905579,15.4639175257732,50.7635115107509,63.6975945017182,46.77859456881752
+AnatoliiPotapov/T-lite-instruct-0.1,0.0,7.29847494553376,52.1786492374727,0.0,83.7209302325581,74.8338870431893,0.0,17.0103092783505,17.0103092783505,0.0,0.858369098712446,2.57510729613733,0.0,4.52000213091168,9.50859106529209,17.967641973767225
+random,4.04341349223239,7.59736114066823,32.698446477974,24.5103137458832,24.5103137458832,24.5103137458832,14.0740740740741,14.0740740740741,14.0740740740741,0.828500414250207,0.828500414250207,3.23115161557581,,,,13.748378084568563
+Среднее значение,16.24417873849718,23.5159131873249,50.93332969343993,40.9919790637536,66.42771398247166,59.83125300332374,13.213350632349158,19.17732270450974,21.394109763034663,2.759259419186267,4.1824412773457125,7.498150986205318,10.133664587126296,23.93628984001529,38.04673218695349,26.478875574939632