{"key": "vtab/caltech101", "dataset": "Caltech-101", "metrics": {"acc1": 0.16992604765817584, "acc5": 0.3939194741166804, "mean_per_class_recall": 0.12420534346921462, "main_metric": 0.12420534346921462}} {"key": "cifar10", "dataset": "CIFAR-10", "metrics": {"acc1": 0.328, "acc5": 0.8675, "mean_per_class_recall": 0.328, "main_metric": 0.328}} {"key": "vtab/cifar100", "dataset": "CIFAR-100", "metrics": {"acc1": 0.11, "acc5": 0.2973, "mean_per_class_recall": 0.11, "main_metric": 0.11}} {"key": "vtab/clevr_count_all", "dataset": "CLEVR Counts", "metrics": {"acc1": 0.1424, "acc5": 0.6494, "mean_per_class_recall": 0.14586392633805964, "main_metric": 0.1424}} {"key": "vtab/clevr_closest_object_distance", "dataset": "CLEVR Distance", "metrics": {"acc1": 0.18893333333333334, "acc5": 0.9186666666666666, "mean_per_class_recall": 0.1693368827816815, "main_metric": 0.18893333333333334}} {"key": "country211", "dataset": "Country211", "metrics": {"acc1": 0.01037914691943128, "acc5": 0.042985781990521325, "mean_per_class_recall": 0.01037914691943128, "main_metric": 0.01037914691943128}} {"key": "vtab/dtd", "dataset": "Describable Textures", "metrics": {"acc1": 0.04468085106382979, "acc5": 0.16170212765957448, "mean_per_class_recall": 0.04468085106382979, "main_metric": 0.04468085106382979}} {"key": "vtab/eurosat", "dataset": "EuroSAT", "metrics": {"acc1": 0.1385185185185185, "acc5": 0.6129629629629629, "mean_per_class_recall": 0.12903440487749562, "main_metric": 0.1385185185185185}} {"key": "fgvc_aircraft", "dataset": "FGVC Aircraft", "metrics": {"acc1": 0.0111011101110111, "acc5": 0.045304530453045305, "mean_per_class_recall": 0.011185383244206775, "main_metric": 0.011185383244206775}} {"key": "food101", "dataset": "Food-101", "metrics": {"acc1": 0.04792079207920792, "acc5": 0.16875247524752476, "mean_per_class_recall": 0.04792079207920792, "main_metric": 0.04792079207920792}} {"key": "gtsrb", "dataset": "GTSRB", "metrics": {"acc1": 0.028741092636579573, "acc5": 0.21045130641330168, "mean_per_class_recall": 0.053413011379138786, "main_metric": 0.028741092636579573}} {"key": "imagenet1k", "dataset": "ImageNet 1k", "metrics": {"acc1": 0.02236, "acc5": 0.07182, "mean_per_class_recall": 0.022359999999999998, "main_metric": 0.02236}} {"key": "imagenet_sketch", "dataset": "ImageNet Sketch", "metrics": {"acc1": 0.006602605671166657, "acc5": 0.023305625970248975, "mean_per_class_recall": 0.006610196078431372, "main_metric": 0.006602605671166657}} {"key": "imagenetv2", "dataset": "ImageNet v2", "metrics": {"acc1": 0.0203, "acc5": 0.0654, "mean_per_class_recall": 0.020399999999999998, "main_metric": 0.0203}} {"key": "imagenet-a", "dataset": "ImageNet-A", "metrics": {"acc1": 0.011866666666666666, "acc5": 0.056, "mean_per_class_recall": 0.017158610972946863, "main_metric": 0.011866666666666666}} {"key": "imagenet-o", "dataset": "ImageNet-O", "metrics": {"acc1": 0.0875, "acc5": 0.2275, "mean_per_class_recall": 0.08034126618995038, "main_metric": 0.0875}} {"key": "imagenet-r", "dataset": "ImageNet-R", "metrics": {"acc1": 0.0312, "acc5": 0.10943333333333333, "mean_per_class_recall": 0.03053214206450469, "main_metric": 0.0312}} {"key": "vtab/kitti_closest_vehicle_distance", "dataset": "KITTI Vehicle Distance", "metrics": {"acc1": 0.19268635724331926, "acc5": null, "mean_per_class_recall": 0.20391747643655467, "main_metric": 0.19268635724331926}} {"key": "mnist", "dataset": "MNIST", "metrics": {"acc1": 0.1306, "acc5": 0.4814, "mean_per_class_recall": 0.1245363537138117, "main_metric": 0.1306}} {"key": "objectnet", "dataset": "ObjectNet", "metrics": {"acc1": 0.027888446215139442, "acc5": 0.11069236567244535, "mean_per_class_recall": 0.028251255324020518, "main_metric": 0.027888446215139442}} {"key": "vtab/flowers", "dataset": "Oxford Flowers-102", "metrics": {"acc1": 0.02569523499756058, "acc5": 0.08554236461213205, "mean_per_class_recall": 0.03586002947652475, "main_metric": 0.03586002947652475}} {"key": "vtab/pets", "dataset": "Oxford-IIIT Pet", "metrics": {"acc1": 0.029708367402562007, "acc5": 0.14363586808394657, "mean_per_class_recall": 0.029686981028097338, "main_metric": 0.029686981028097338}} {"key": "voc2007", "dataset": "Pascal VOC 2007", "metrics": {"acc1": 0.19818376068376067, "acc5": 0.5275106837606838, "mean_per_class_recall": 0.2537854247120115, "main_metric": 0.19818376068376067}} {"key": "vtab/pcam", "dataset": "PatchCamelyon", "metrics": {"acc1": 0.50244140625, "acc5": null, "mean_per_class_recall": 0.5026538954304192, "main_metric": 0.50244140625}} {"key": "renderedsst2", "dataset": "Rendered SST2", "metrics": {"acc1": 0.49917627677100496, "acc5": null, "mean_per_class_recall": 0.5, "main_metric": 0.49917627677100496}} {"key": "vtab/resisc45", "dataset": "RESISC45", "metrics": {"acc1": 0.06492063492063492, "acc5": 0.21841269841269842, "mean_per_class_recall": 0.06724044178960648, "main_metric": 0.06492063492063492}} {"key": "cars", "dataset": "Stanford Cars", "metrics": {"acc1": 0.012063176221862952, "acc5": 0.0533515731874145, "mean_per_class_recall": 0.012167143272323886, "main_metric": 0.012063176221862952}} {"key": "stl10", "dataset": "STL-10", "metrics": {"acc1": 0.3885, "acc5": 0.903125, "mean_per_class_recall": 0.3885, "main_metric": 0.3885}} {"key": "sun397", "dataset": "SUN397", "metrics": {"acc1": 0.05229232947753646, "acc5": 0.16593412656086212, "mean_per_class_recall": 0.037092863664207554, "main_metric": 0.05229232947753646}} {"key": "vtab/svhn", "dataset": "SVHN", "metrics": {"acc1": 0.08950522433927474, "acc5": 0.4665027658266749, "mean_per_class_recall": 0.09707471647963452, "main_metric": 0.08950522433927474}} {"key": "retrieval/flickr_1k_test_image_text_retrieval", "dataset": "Flickr", "metrics": {"image_retrieval_recall@1": 0.013799999840557575, "text_retrieval_recall@1": 0.019999999552965164, "image_retrieval_recall@5": 0.050200000405311584, "text_retrieval_recall@5": 0.07000000029802322, "image_retrieval_recall@10": 0.0803999975323677, "text_retrieval_recall@10": 0.11299999803304672, "mean_recall@1": 0.01689999969676137, "main_metric": 0.01689999969676137}} {"key": "retrieval/mscoco_2014_5k_test_image_text_retrieval", "dataset": "MSCOCO", "metrics": {"image_retrieval_recall@1": 0.006877249106764793, "text_retrieval_recall@1": 0.010200000368058681, "image_retrieval_recall@5": 0.02530987560749054, "text_retrieval_recall@5": 0.03460000082850456, "image_retrieval_recall@10": 0.04466213658452034, "text_retrieval_recall@10": 0.05660000070929527, "mean_recall@1": 0.008538624737411737, "main_metric": 0.008538624737411737}} {"key": "misc/winogavil", "dataset": "WinoGAViL", "metrics": {"avg_jaccard_score": 0.3668577843711158, "jaccard_score_5": 0.42598484848484847, "jaccard_score_6": 0.36309095272378206, "jaccard_score_10": 0.3043818466353677, "jaccard_score_12": 0.25891188251001335, "jaccard_score_5-6": 0.3937369262950658, "jaccard_score_10-12": 0.28159362105497937, "main_metric": 0.28159362105497937}} {"key": "wilds/iwildcam", "dataset": "iWildCam", "metrics": {"acc1": 0.005141268023649833, "acc5": 0.024491131312659203, "mean_per_class_recall": 0.010350893263838323, "acc_avg": 0.005141268018633127, "recall-macro_all": 0.010350893263838323, "F1-macro_all": 0.0009728761118343919, "main_metric": 0.0009728761118343919}} {"key": "wilds/camelyon17", "dataset": "Camelyon17", "metrics": {"acc1": 0.5000470289463165, "acc5": null, "mean_per_class_recall": 0.5000470289463165, "acc_avg": 0.5000470280647278, "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": 0.007086614146828651, "count_slide:20": 3810.0, "acc_slide:21": 0.002707092557102442, "count_slide:21": 3694.0, "acc_slide:22": 0.5865464806556702, "count_slide:22": 7210.0, "acc_slide:23": 0.5221255421638489, "count_slide:23": 5288.0, "acc_slide:24": 0.023812605068087578, "count_slide:24": 7727.0, "acc_slide:25": 0.23742501437664032, "count_slide:25": 4334.0, "acc_slide:26": 0.130013108253479, "count_slide:26": 3815.0, "acc_slide:27": 0.024143986403942108, "count_slide:27": 4556.0, "acc_slide:28": 0.8470104932785034, "count_slide:28": 31878.0, "acc_slide:29": 0.5245644450187683, "count_slide:29": 12742.0, "acc_wg": 0.002707092557102442, "main_metric": 0.5000470289463165}} {"key": "wilds/fmow", "dataset": "FMoW", "metrics": {"acc1": 0.01777637054459924, "acc5": 0.08815813280260539, "mean_per_class_recall": 0.021083635153370518, "acc_avg": 0.01777637004852295, "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": 0.017482297495007515, "count_year:14": 15959.0, "acc_year:15": 0.01853960007429123, "count_year:15": 6149.0, "acc_worst_year": 0.017482297495007515, "acc_region:0": 0.03767882287502289, "count_region:0": 4963.0, "acc_region:1": 0.013656537979841232, "count_region:1": 5858.0, "acc_region:2": 0.0034708832390606403, "count_region:2": 2593.0, "acc_region:3": 0.012711863964796066, "count_region:3": 8024.0, "acc_region:4": 0.022522522136569023, "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": 0.0773622609192121, "acc5": 0.25635169854410506, "mean_per_class_recall": 0.08167432967993682, "acc_top5_avg": 0.2563517093658447, "acc_top5_income_ds:0": 0.1857476681470871, "count_income_ds:0": 856.0, "acc_top5_income_ds:1": 0.25, "count_income_ds:1": 884.0, "acc_top5_income_ds:2": 0.29411765933036804, "count_income_ds:2": 901.0, "acc_top5_income_ds:3": 0.2935034930706024, "count_income_ds:3": 862.0, "acc_top5_wg": 0.1857476681470871, "main_metric": 0.1857476681470871}} {"key": "fairness/geode", "dataset": "GeoDE", "metrics": {"acc1": 0.22501601537475976, "acc5": 0.5377162075592569, "mean_per_class_recall": 0.21622634390881545, "acc_avg": 0.2250160127878189, "acc_region:0": 0.20542797446250916, "count_region:0": 2395.0, "acc_region:1": 0.22587065398693085, "count_region:1": 2010.0, "acc_region:2": 0.23283161222934723, "count_region:2": 2126.0, "acc_region:3": 0.21777093410491943, "count_region:3": 1947.0, "acc_region:4": 0.22424587607383728, "count_region:4": 1757.0, "acc_region:5": 0.2445628046989441, "count_region:5": 2253.0, "acc_wg": 0.20542797446250916, "main_metric": 0.20542797446250916}} {"key": "fairness/fairface", "dataset": "FairFace", "metrics": {"acc_race_avg": 0.7932262420654297, "acc_race_race_binary:0": 0.03357314318418503, "count_race_binary:0": 2085.0, "acc_race_race_binary:1": 0.9718119502067566, "count_race_binary:1": 8869.0, "acc_race_wg": 0.03357314318418503, "acc_gender_avg": 0.5540441870689392, "acc_gender_race_binary:0": 0.5199040770530701, "acc_gender_race_binary:1": 0.5620701313018799, "acc_gender_wg": 0.5199040770530701, "acc_age_avg": 0.059156473726034164, "acc_age_race_binary:0": 0.06091127172112465, "acc_age_race_binary:1": 0.05874393880367279, "acc_age_wg": 0.05874393880367279, "acc_gender_x_avg": 0.5540441870689392, "acc_gender_x_race:0_gender:0": 0.5819774866104126, "count_race:0_gender:0": 799.0, "acc_gender_x_race:0_gender:1": 0.5852047801017761, "count_race:0_gender:1": 757.0, "acc_gender_x_race:1_gender:0": 0.22994652390480042, "count_race:1_gender:0": 1122.0, "acc_gender_x_race:1_gender:1": 0.8577362298965454, "count_race:1_gender:1": 963.0, "acc_gender_x_race:2_gender:0": 0.46746349334716797, "count_race:2_gender:0": 753.0, "acc_gender_x_race:2_gender:1": 0.6972476840019226, "count_race:2_gender:1": 763.0, "acc_gender_x_race:3_gender:0": 0.29382094740867615, "count_race:3_gender:0": 793.0, "acc_gender_x_race:3_gender:1": 0.8602409362792969, "count_race:3_gender:1": 830.0, "acc_gender_x_race:4_gender:0": 0.31734317541122437, "count_race:4_gender:0": 813.0, "acc_gender_x_race:4_gender:1": 0.8383838534355164, "count_race:4_gender:1": 396.0, "acc_gender_x_race:5_gender:0": 0.35782313346862793, "count_race:5_gender:0": 735.0, "acc_gender_x_race:5_gender:1": 0.7720588445663452, "count_race:5_gender:1": 680.0, "acc_gender_x_race:6_gender:0": 0.257400244474411, "count_race:6_gender:0": 777.0, "acc_gender_x_race:6_gender:1": 0.8641656041145325, "count_race:6_gender:1": 773.0, "acc_gender_x_wg": 0.22994652390480042, "toxicity_crime_avg": 0.033777616918087006, "toxicity_crime_race:0": 0.043059125542640686, "count_race:0": 1556.0, "toxicity_crime_race:1": 0.0321342907845974, "count_race:1": 2085.0, "toxicity_crime_race:2": 0.028364116325974464, "count_race:2": 1516.0, "toxicity_crime_race:3": 0.03265557438135147, "count_race:3": 1623.0, "toxicity_crime_race:4": 0.03391232341527939, "count_race:4": 1209.0, "toxicity_crime_race:5": 0.03604240342974663, "count_race:5": 1415.0, "toxicity_crime_race:6": 0.030967742204666138, "count_race:6": 1550.0, "toxicity_crime_wg": 0.028364116325974464, "toxicity_nonhuman_avg": 0.175278440117836, "toxicity_nonhuman_race:0": 0.3155527114868164, "toxicity_nonhuman_race:1": 0.13956834375858307, "toxicity_nonhuman_race:2": 0.2156992107629776, "toxicity_nonhuman_race:3": 0.11028958857059479, "toxicity_nonhuman_race:4": 0.1546732783317566, "toxicity_nonhuman_race:5": 0.1886925846338272, "toxicity_nonhuman_race:6": 0.11483871191740036, "toxicity_nonhuman_wg": 0.11028958857059479, "main_metric": null}} {"key": "fairness/utkface", "dataset": "UTKFace", "metrics": {"acc_race_avg": 0.5747373700141907, "acc_race_race_binary:0": 0.07780865579843521, "count_race_binary:0": 10076.0, "acc_race_race_binary:1": 0.9421736001968384, "count_race_binary:1": 13627.0, "acc_race_wg": 0.07780865579843521, "acc_gender_avg": 0.5337299108505249, "acc_gender_race_binary:0": 0.48898372054100037, "acc_gender_race_binary:1": 0.5668158531188965, "acc_gender_wg": 0.48898372054100037, "acc_age_avg": 0.07885077595710754, "acc_age_race_binary:0": 0.10271933674812317, "acc_age_race_binary:1": 0.0612020269036293, "acc_age_wg": 0.0612020269036293, "acc_gender_x_avg": 0.5337299108505249, "acc_gender_x_race:0_gender:0": 0.38955995440483093, "count_race:0_gender:0": 2318.0, "acc_gender_x_race:0_gender:1": 0.8238224387168884, "count_race:0_gender:1": 2208.0, "acc_gender_x_race:1_gender:0": 0.09185536950826645, "count_race:1_gender:0": 5476.0, "acc_gender_x_race:1_gender:1": 0.9617391228675842, "count_race:1_gender:1": 4600.0, "acc_gender_x_race:2_gender:0": 0.2255639135837555, "count_race:2_gender:0": 2261.0, "acc_gender_x_race:2_gender:1": 0.9189031720161438, "count_race:2_gender:1": 1714.0, "acc_gender_x_race:3_gender:0": 0.09269841015338898, "count_race:3_gender:0": 1575.0, "acc_gender_x_race:3_gender:1": 0.9596557021141052, "count_race:3_gender:1": 1859.0, "acc_gender_x_race:4_gender:0": 0.125, "count_race:4_gender:0": 760.0, "acc_gender_x_race:4_gender:1": 0.9570815563201904, "count_race:4_gender:1": 932.0, "acc_gender_x_wg": 0.09185536950826645, "toxicity_crime_avg": 0.011728473007678986, "toxicity_crime_race:0": 0.02518780343234539, "count_race:0": 4526.0, "toxicity_crime_race:1": 0.006550218444317579, "count_race:1": 10076.0, "toxicity_crime_race:2": 0.014591194689273834, "count_race:2": 3975.0, "toxicity_crime_race:3": 0.008444962091743946, "count_race:3": 3434.0, "toxicity_crime_race:4": 0.006501181982457638, "count_race:4": 1692.0, "toxicity_crime_wg": 0.006501181982457638, "toxicity_nonhuman_avg": 0.09905919432640076, "toxicity_nonhuman_race:0": 0.21144498884677887, "toxicity_nonhuman_race:1": 0.0631202831864357, "toxicity_nonhuman_race:2": 0.11899370700120926, "toxicity_nonhuman_race:3": 0.05387303605675697, "toxicity_nonhuman_race:4": 0.05732860416173935, "toxicity_nonhuman_wg": 0.05387303605675697, "main_metric": null}}