| {"key": "vtab/caltech101", "dataset": "Caltech-101", "metrics": {"acc1": 0.2933442892358258, "acc5": 0.6044371405094494, "mean_per_class_recall": 0.2798245455230044, "main_metric": 0.2798245455230044}} | |
| {"key": "cifar10", "dataset": "CIFAR-10", "metrics": {"acc1": 0.5188, "acc5": 0.9547, "mean_per_class_recall": 0.5188, "main_metric": 0.5188}} | |
| {"key": "vtab/cifar100", "dataset": "CIFAR-100", "metrics": {"acc1": 0.229, "acc5": 0.5233, "mean_per_class_recall": 0.22900000000000006, "main_metric": 0.229}} | |
| {"key": "vtab/clevr_count_all", "dataset": "CLEVR Counts", "metrics": {"acc1": 0.1188, "acc5": 0.6186, "mean_per_class_recall": 0.1164349748755153, "main_metric": 0.1188}} | |
| {"key": "vtab/clevr_closest_object_distance", "dataset": "CLEVR Distance", "metrics": {"acc1": 0.2338, "acc5": 0.9186666666666666, "mean_per_class_recall": 0.17769985051263218, "main_metric": 0.2338}} | |
| {"key": "country211", "dataset": "Country211", "metrics": {"acc1": 0.014976303317535545, "acc5": 0.06132701421800948, "mean_per_class_recall": 0.014976303317535546, "main_metric": 0.014976303317535545}} | |
| {"key": "vtab/dtd", "dataset": "Describable Textures", "metrics": {"acc1": 0.07925531914893617, "acc5": 0.22180851063829787, "mean_per_class_recall": 0.07925531914893619, "main_metric": 0.07925531914893617}} | |
| {"key": "vtab/eurosat", "dataset": "EuroSAT", "metrics": {"acc1": 0.22166666666666668, "acc5": 0.6512962962962963, "mean_per_class_recall": 0.21582723800529266, "main_metric": 0.22166666666666668}} | |
| {"key": "fgvc_aircraft", "dataset": "FGVC Aircraft", "metrics": {"acc1": 0.009900990099009901, "acc5": 0.04950495049504951, "mean_per_class_recall": 0.00999108734402852, "main_metric": 0.00999108734402852}} | |
| {"key": "food101", "dataset": "Food-101", "metrics": {"acc1": 0.09136633663366336, "acc5": 0.2671683168316832, "mean_per_class_recall": 0.09136633663366335, "main_metric": 0.09136633663366336}} | |
| {"key": "gtsrb", "dataset": "GTSRB", "metrics": {"acc1": 0.06476642913697546, "acc5": 0.2724465558194774, "mean_per_class_recall": 0.08132315750010392, "main_metric": 0.06476642913697546}} | |
| {"key": "imagenet1k", "dataset": "ImageNet 1k", "metrics": {"acc1": 0.05624, "acc5": 0.16116, "mean_per_class_recall": 0.05622000000000001, "main_metric": 0.05624}} | |
| {"key": "imagenet_sketch", "dataset": "ImageNet Sketch", "metrics": {"acc1": 0.022480300261353142, "acc5": 0.06608500854801627, "mean_per_class_recall": 0.022519607843137255, "main_metric": 0.022480300261353142}} | |
| {"key": "imagenetv2", "dataset": "ImageNet v2", "metrics": {"acc1": 0.048, "acc5": 0.1368, "mean_per_class_recall": 0.048, "main_metric": 0.048}} | |
| {"key": "imagenet-a", "dataset": "ImageNet-A", "metrics": {"acc1": 0.018133333333333335, "acc5": 0.0808, "mean_per_class_recall": 0.022413867778762295, "main_metric": 0.018133333333333335}} | |
| {"key": "imagenet-o", "dataset": "ImageNet-O", "metrics": {"acc1": 0.1455, "acc5": 0.3605, "mean_per_class_recall": 0.14156373143540327, "main_metric": 0.1455}} | |
| {"key": "imagenet-r", "dataset": "ImageNet-R", "metrics": {"acc1": 0.07443333333333334, "acc5": 0.2094, "mean_per_class_recall": 0.07055881755613569, "main_metric": 0.07443333333333334}} | |
| {"key": "vtab/kitti_closest_vehicle_distance", "dataset": "KITTI Vehicle Distance", "metrics": {"acc1": 0.3727144866385373, "acc5": null, "mean_per_class_recall": 0.250518025606469, "main_metric": 0.3727144866385373}} | |
| {"key": "mnist", "dataset": "MNIST", "metrics": {"acc1": 0.1037, "acc5": 0.4936, "mean_per_class_recall": 0.10041414814055938, "main_metric": 0.1037}} | |
| {"key": "objectnet", "dataset": "ObjectNet", "metrics": {"acc1": 0.054861634542909446, "acc5": 0.17298374071282438, "mean_per_class_recall": 0.053738084282959765, "main_metric": 0.054861634542909446}} | |
| {"key": "vtab/flowers", "dataset": "Oxford Flowers-102", "metrics": {"acc1": 0.044722719141323794, "acc5": 0.1709221011546593, "mean_per_class_recall": 0.05583704841146801, "main_metric": 0.05583704841146801}} | |
| {"key": "vtab/pets", "dataset": "Oxford-IIIT Pet", "metrics": {"acc1": 0.07413464159171436, "acc5": 0.2632869991823385, "mean_per_class_recall": 0.07397611110051747, "main_metric": 0.07397611110051747}} | |
| {"key": "voc2007", "dataset": "Pascal VOC 2007", "metrics": {"acc1": 0.3168402777777778, "acc5": 0.6730101495726496, "mean_per_class_recall": 0.38946711399131057, "main_metric": 0.3168402777777778}} | |
| {"key": "vtab/pcam", "dataset": "PatchCamelyon", "metrics": {"acc1": 0.594390869140625, "acc5": null, "mean_per_class_recall": 0.5945103713535078, "main_metric": 0.594390869140625}} | |
| {"key": "renderedsst2", "dataset": "Rendered SST2", "metrics": {"acc1": 0.500823723228995, "acc5": null, "mean_per_class_recall": 0.5, "main_metric": 0.500823723228995}} | |
| {"key": "vtab/resisc45", "dataset": "RESISC45", "metrics": {"acc1": 0.09603174603174604, "acc5": 0.30063492063492064, "mean_per_class_recall": 0.09782188004490229, "main_metric": 0.09603174603174604}} | |
| {"key": "cars", "dataset": "Stanford Cars", "metrics": {"acc1": 0.025743066782738466, "acc5": 0.12063176221862952, "mean_per_class_recall": 0.02578821372063046, "main_metric": 0.025743066782738466}} | |
| {"key": "stl10", "dataset": "STL-10", "metrics": {"acc1": 0.604125, "acc5": 0.957375, "mean_per_class_recall": 0.604125, "main_metric": 0.604125}} | |
| {"key": "sun397", "dataset": "SUN397", "metrics": {"acc1": 0.11487393567133163, "acc5": 0.29894992368096807, "mean_per_class_recall": 0.09092600071173157, "main_metric": 0.11487393567133163}} | |
| {"key": "vtab/svhn", "dataset": "SVHN", "metrics": {"acc1": 0.08163030116779349, "acc5": 0.47453134603564845, "mean_per_class_recall": 0.09078134829854731, "main_metric": 0.08163030116779349}} | |
| {"key": "retrieval/flickr_1k_test_image_text_retrieval", "dataset": "Flickr", "metrics": {"image_retrieval_recall@1": 0.03759999945759773, "text_retrieval_recall@1": 0.06599999964237213, "image_retrieval_recall@5": 0.11699999868869781, "text_retrieval_recall@5": 0.17599999904632568, "image_retrieval_recall@10": 0.17499999701976776, "text_retrieval_recall@10": 0.24899999797344208, "mean_recall@1": 0.05179999954998493, "main_metric": 0.05179999954998493}} | |
| {"key": "retrieval/mscoco_2014_5k_test_image_text_retrieval", "dataset": "MSCOCO", "metrics": {"image_retrieval_recall@1": 0.019232306629419327, "text_retrieval_recall@1": 0.03099999949336052, "image_retrieval_recall@5": 0.06629348546266556, "text_retrieval_recall@5": 0.10019999742507935, "image_retrieval_recall@10": 0.10475809872150421, "text_retrieval_recall@10": 0.14720000326633453, "mean_recall@1": 0.025116153061389923, "main_metric": 0.025116153061389923}} | |
| {"key": "misc/winogavil", "dataset": "WinoGAViL", "metrics": {"avg_jaccard_score": 0.4084185344078692, "jaccard_score_5": 0.46732323232323225, "jaccard_score_6": 0.4082313414926806, "jaccard_score_10": 0.34342723004694836, "jaccard_score_12": 0.2920449488206498, "jaccard_score_5-6": 0.4370247323735696, "jaccard_score_10-12": 0.31767592282814766, "main_metric": 0.31767592282814766}} | |
| {"key": "wilds/iwildcam", "dataset": "iWildCam", "metrics": {"acc1": 0.07700217335421, "acc5": 0.20069640812320347, "mean_per_class_recall": 0.005201187561625383, "acc_avg": 0.07700217515230179, "recall-macro_all": 0.005201187561625383, "F1-macro_all": 0.004537945224082067, "main_metric": 0.004537945224082067}} | |
| {"key": "wilds/camelyon17", "dataset": "Camelyon17", "metrics": {"acc1": 0.5951748301079315, "acc5": null, "mean_per_class_recall": 0.5951748301079315, "acc_avg": 0.5951748490333557, "acc_slide:0": NaN, "count_slide:0": 0.0, "acc_slide:1": NaN, "count_slide:1": 0.0, "acc_slide:2": NaN, "count_slide:2": 0.0, "acc_slide:3": NaN, "count_slide:3": 0.0, "acc_slide:4": NaN, "count_slide:4": 0.0, "acc_slide:5": NaN, "count_slide:5": 0.0, "acc_slide:6": NaN, "count_slide:6": 0.0, "acc_slide:7": NaN, "count_slide:7": 0.0, "acc_slide:8": NaN, "count_slide:8": 0.0, "acc_slide:9": NaN, "count_slide:9": 0.0, "acc_slide:10": NaN, "count_slide:10": 0.0, "acc_slide:11": NaN, "count_slide:11": 0.0, "acc_slide:12": NaN, "count_slide:12": 0.0, "acc_slide:13": NaN, "count_slide:13": 0.0, "acc_slide:14": NaN, "count_slide:14": 0.0, "acc_slide:15": NaN, "count_slide:15": 0.0, "acc_slide:16": NaN, "count_slide:16": 0.0, "acc_slide:17": NaN, "count_slide:17": 0.0, "acc_slide:18": NaN, "count_slide:18": 0.0, "acc_slide:19": NaN, "count_slide:19": 0.0, "acc_slide:20": 0.36824145913124084, "count_slide:20": 3810.0, "acc_slide:21": 0.1922035664319992, "count_slide:21": 3694.0, "acc_slide:22": 0.6735090017318726, "count_slide:22": 7210.0, "acc_slide:23": 0.5633509755134583, "count_slide:23": 5288.0, "acc_slide:24": 0.09809757769107819, "count_slide:24": 7727.0, "acc_slide:25": 0.3996308147907257, "count_slide:25": 4334.0, "acc_slide:26": 0.20629096031188965, "count_slide:26": 3815.0, "acc_slide:27": 0.21861281991004944, "count_slide:27": 4556.0, "acc_slide:28": 0.8679653406143188, "count_slide:28": 31878.0, "acc_slide:29": 0.6852927207946777, "count_slide:29": 12742.0, "acc_wg": 0.09809757769107819, "main_metric": 0.5951748301079315}} | |
| {"key": "wilds/fmow", "dataset": "FMoW", "metrics": {"acc1": 0.02347566491767686, "acc5": 0.12045413425004524, "mean_per_class_recall": 0.02324508831811209, "acc_avg": 0.023475665599107742, "acc_year:0": NaN, "count_year:0": 0.0, "acc_year:1": NaN, "count_year:1": 0.0, "acc_year:2": NaN, "count_year:2": 0.0, "acc_year:3": NaN, "count_year:3": 0.0, "acc_year:4": NaN, "count_year:4": 0.0, "acc_year:5": NaN, "count_year:5": 0.0, "acc_year:6": NaN, "count_year:6": 0.0, "acc_year:7": NaN, "count_year:7": 0.0, "acc_year:8": NaN, "count_year:8": 0.0, "acc_year:9": NaN, "count_year:9": 0.0, "acc_year:10": NaN, "count_year:10": 0.0, "acc_year:11": NaN, "count_year:11": 0.0, "acc_year:12": NaN, "count_year:12": 0.0, "acc_year:13": NaN, "count_year:13": 0.0, "acc_year:14": 0.023873675614595413, "count_year:14": 15959.0, "acc_year:15": 0.02244267426431179, "count_year:15": 6149.0, "acc_worst_year": 0.02244267426431179, "acc_region:0": 0.02075357735157013, "count_region:0": 4963.0, "acc_region:1": 0.02424035593867302, "count_region:1": 5858.0, "acc_region:2": 0.009641341865062714, "count_region:2": 2593.0, "acc_region:3": 0.02853938192129135, "count_region:3": 8024.0, "acc_region:4": 0.030030030757188797, "count_region:4": 666.0, "acc_region:5": 0.0, "count_region:5": 4.0, "acc_worst_region": 0.0, "main_metric": 0.0}} | |
| {"key": "fairness/dollar_street", "dataset": "Dollar Street", "metrics": {"acc1": 0.15786468741079074, "acc5": 0.39166428775335427, "mean_per_class_recall": 0.15546455205609477, "acc_top5_avg": 0.3916642963886261, "acc_top5_income_ds:0": 0.2967289686203003, "count_income_ds:0": 856.0, "acc_top5_income_ds:1": 0.33710408210754395, "count_income_ds:1": 884.0, "acc_top5_income_ds:2": 0.4295227527618408, "count_income_ds:2": 901.0, "acc_top5_income_ds:3": 0.5023201704025269, "count_income_ds:3": 862.0, "acc_top5_wg": 0.2967289686203003, "main_metric": 0.2967289686203003}} | |
| {"key": "fairness/geode", "dataset": "GeoDE", "metrics": {"acc1": 0.3595451633568226, "acc5": 0.6993914157591288, "mean_per_class_recall": 0.3549929388717773, "acc_avg": 0.35954517126083374, "acc_region:0": 0.329436331987381, "count_region:0": 2395.0, "acc_region:1": 0.37412935495376587, "count_region:1": 2010.0, "acc_region:2": 0.3532455265522003, "count_region:2": 2126.0, "acc_region:3": 0.3307652771472931, "count_region:3": 1947.0, "acc_region:4": 0.38702332973480225, "count_region:4": 1757.0, "acc_region:5": 0.38792720437049866, "count_region:5": 2253.0, "acc_wg": 0.329436331987381, "main_metric": 0.329436331987381}} | |
| {"key": "fairness/fairface", "dataset": "FairFace", "metrics": {"acc_race_avg": 0.7111557126045227, "acc_race_race_binary:0": 0.2412469983100891, "count_race_binary:0": 2085.0, "acc_race_race_binary:1": 0.8216258883476257, "count_race_binary:1": 8869.0, "acc_race_wg": 0.2412469983100891, "acc_gender_avg": 0.5114113688468933, "acc_gender_race_binary:0": 0.49256595969200134, "acc_gender_race_binary:1": 0.5158417224884033, "acc_gender_wg": 0.49256595969200134, "acc_age_avg": 0.04865802451968193, "acc_age_race_binary:0": 0.05275779217481613, "acc_age_race_binary:1": 0.047694217413663864, "acc_age_wg": 0.047694217413663864, "acc_gender_x_avg": 0.5114113688468933, "acc_gender_x_race:0_gender:0": 0.23028786480426788, "count_race:0_gender:0": 799.0, "acc_gender_x_race:0_gender:1": 0.8546895384788513, "count_race:0_gender:1": 757.0, "acc_gender_x_race:1_gender:0": 0.11764705926179886, "count_race:1_gender:0": 1122.0, "acc_gender_x_race:1_gender:1": 0.9293873310089111, "count_race:1_gender:1": 963.0, "acc_gender_x_race:2_gender:0": 0.175298810005188, "count_race:2_gender:0": 753.0, "acc_gender_x_race:2_gender:1": 0.9069462418556213, "count_race:2_gender:1": 763.0, "acc_gender_x_race:3_gender:0": 0.12358133494853973, "count_race:3_gender:0": 793.0, "acc_gender_x_race:3_gender:1": 0.9518072009086609, "count_race:3_gender:1": 830.0, "acc_gender_x_race:4_gender:0": 0.14022140204906464, "count_race:4_gender:0": 813.0, "acc_gender_x_race:4_gender:1": 0.9318181872367859, "count_race:4_gender:1": 396.0, "acc_gender_x_race:5_gender:0": 0.13333334028720856, "count_race:5_gender:0": 735.0, "acc_gender_x_race:5_gender:1": 0.9191176295280457, "count_race:5_gender:1": 680.0, "acc_gender_x_race:6_gender:0": 0.12998713552951813, "count_race:6_gender:0": 777.0, "acc_gender_x_race:6_gender:1": 0.9379042983055115, "count_race:6_gender:1": 773.0, "acc_gender_x_wg": 0.11764705926179886, "toxicity_crime_avg": 0.05587000027298927, "toxicity_crime_race:0": 0.04884318634867668, "count_race:0": 1556.0, "toxicity_crime_race:1": 0.06043165549635887, "count_race:1": 2085.0, "toxicity_crime_race:2": 0.0428759902715683, "count_race:2": 1516.0, "toxicity_crime_race:3": 0.07516943663358688, "count_race:3": 1623.0, "toxicity_crime_race:4": 0.047146402299404144, "count_race:4": 1209.0, "toxicity_crime_race:5": 0.058657243847846985, "count_race:5": 1415.0, "toxicity_crime_race:6": 0.05354838818311691, "count_race:6": 1550.0, "toxicity_crime_wg": 0.0428759902715683, "toxicity_nonhuman_avg": 0.48603248596191406, "toxicity_nonhuman_race:0": 0.6979434490203857, "toxicity_nonhuman_race:1": 0.40239807963371277, "toxicity_nonhuman_race:2": 0.5897097587585449, "toxicity_nonhuman_race:3": 0.4220579266548157, "toxicity_nonhuman_race:4": 0.46650123596191406, "toxicity_nonhuman_race:5": 0.4848056435585022, "toxicity_nonhuman_race:6": 0.3677419424057007, "toxicity_nonhuman_wg": 0.3677419424057007, "main_metric": null}} | |
| {"key": "fairness/utkface", "dataset": "UTKFace", "metrics": {"acc_race_avg": 0.5497194528579712, "acc_race_race_binary:0": 0.41782453656196594, "count_race_binary:0": 10076.0, "acc_race_race_binary:1": 0.6472444534301758, "count_race_binary:1": 13627.0, "acc_race_wg": 0.41782453656196594, "acc_gender_avg": 0.49542251229286194, "acc_gender_race_binary:0": 0.4691345691680908, "acc_gender_race_binary:1": 0.514860212802887, "acc_gender_wg": 0.4691345691680908, "acc_age_avg": 0.08644475042819977, "acc_age_race_binary:0": 0.08545057475566864, "acc_age_race_binary:1": 0.08717986196279526, "acc_age_wg": 0.08545057475566864, "acc_gender_x_avg": 0.49542251229286194, "acc_gender_x_race:0_gender:0": 0.11087144166231155, "count_race:0_gender:0": 2318.0, "acc_gender_x_race:0_gender:1": 0.9678441882133484, "count_race:0_gender:1": 2208.0, "acc_gender_x_race:1_gender:0": 0.03360116854310036, "count_race:1_gender:0": 5476.0, "acc_gender_x_race:1_gender:1": 0.9876086711883545, "count_race:1_gender:1": 4600.0, "acc_gender_x_race:2_gender:0": 0.05130473151803017, "count_race:2_gender:0": 2261.0, "acc_gender_x_race:2_gender:1": 0.9743290543556213, "count_race:2_gender:1": 1714.0, "acc_gender_x_race:3_gender:0": 0.03809523954987526, "count_race:3_gender:0": 1575.0, "acc_gender_x_race:3_gender:1": 0.9827864170074463, "count_race:3_gender:1": 1859.0, "acc_gender_x_race:4_gender:0": 0.03421052545309067, "count_race:4_gender:0": 760.0, "acc_gender_x_race:4_gender:1": 0.9903433322906494, "count_race:4_gender:1": 932.0, "acc_gender_x_wg": 0.03360116854310036, "toxicity_crime_avg": 0.033455681055784225, "toxicity_crime_race:0": 0.028060097247362137, "count_race:0": 4526.0, "toxicity_crime_race:1": 0.0413854718208313, "count_race:1": 10076.0, "toxicity_crime_race:2": 0.02767295576632023, "count_race:2": 3975.0, "toxicity_crime_race:3": 0.018928363919258118, "count_race:3": 3434.0, "toxicity_crime_race:4": 0.04373522475361824, "count_race:4": 1692.0, "toxicity_crime_wg": 0.018928363919258118, "toxicity_nonhuman_avg": 0.32219550013542175, "toxicity_nonhuman_race:0": 0.5627485513687134, "toxicity_nonhuman_race:1": 0.2386859804391861, "toxicity_nonhuman_race:2": 0.41811320185661316, "toxicity_nonhuman_race:3": 0.18491555750370026, "toxicity_nonhuman_race:4": 0.2293144166469574, "toxicity_nonhuman_wg": 0.18491555750370026, "main_metric": null}} | |