OpenCLIP
PyTorch
clip
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{"key": "imagenet1k", "dataset": "ImageNet 1k", "metrics": {"acc1": 0.8344, "acc5": 0.97192, "mean_per_class_recall": 0.8343200000000001, "main_metric": 0.8344}}
{"key": "vtab/caltech101", "dataset": "Caltech-101", "metrics": {"acc1": 0.8606409202958094, "acc5": 0.9426458504519309, "mean_per_class_recall": 0.9549354689024778, "main_metric": 0.9549354689024778}}
{"key": "cifar10", "dataset": "CIFAR-10", "metrics": {"acc1": 0.9878, "acc5": 0.9999, "mean_per_class_recall": 0.9877999999999998, "main_metric": 0.9878}}
{"key": "vtab/cifar100", "dataset": "CIFAR-100", "metrics": {"acc1": 0.9051, "acc5": 0.9889, "mean_per_class_recall": 0.9051, "main_metric": 0.9051}}
{"key": "vtab/clevr_count_all", "dataset": "CLEVR Counts", "metrics": {"acc1": 0.2966, "acc5": 0.9220666666666667, "mean_per_class_recall": 0.2981595675798421, "main_metric": 0.2966}}
{"key": "vtab/clevr_closest_object_distance", "dataset": "CLEVR Distance", "metrics": {"acc1": 0.2124, "acc5": 0.9186666666666666, "mean_per_class_recall": 0.15698927434039325, "main_metric": 0.2124}}
{"key": "country211", "dataset": "Country211", "metrics": {"acc1": 0.34398104265402846, "acc5": 0.5876303317535545, "mean_per_class_recall": 0.3439810426540285, "main_metric": 0.34398104265402846}}
{"key": "vtab/dtd", "dataset": "Describable Textures", "metrics": {"acc1": 0.7063829787234043, "acc5": 0.9446808510638298, "mean_per_class_recall": 0.7063829787234043, "main_metric": 0.7063829787234043}}
{"key": "vtab/eurosat", "dataset": "EuroSAT", "metrics": {"acc1": 0.6548148148148148, "acc5": 0.9825925925925926, "mean_per_class_recall": 0.6619039664988393, "main_metric": 0.6548148148148148}}
{"key": "fgvc_aircraft", "dataset": "FGVC Aircraft", "metrics": {"acc1": 0.7146714671467147, "acc5": 0.9801980198019802, "mean_per_class_recall": 0.714055258467023, "main_metric": 0.714055258467023}}
{"key": "food101", "dataset": "Food-101", "metrics": {"acc1": 0.9567920792079208, "acc5": 0.995960396039604, "mean_per_class_recall": 0.9567920792079208, "main_metric": 0.9567920792079208}}
{"key": "gtsrb", "dataset": "GTSRB", "metrics": {"acc1": 0.677513855898654, "acc5": 0.8931908155186065, "mean_per_class_recall": 0.674850299982757, "main_metric": 0.677513855898654}}
{"key": "imagenet_sketch", "dataset": "ImageNet Sketch", "metrics": {"acc1": 0.7273084556583937, "acc5": 0.9104914618090354, "mean_per_class_recall": 0.7275686274509803, "main_metric": 0.7273084556583937}}
{"key": "imagenetv2", "dataset": "ImageNet v2", "metrics": {"acc1": 0.773, "acc5": 0.9405, "mean_per_class_recall": 0.7735, "main_metric": 0.773}}
{"key": "imagenet-a", "dataset": "ImageNet-A", "metrics": {"acc1": 0.6988, "acc5": 0.8973333333333333, "mean_per_class_recall": 0.6860956321859686, "main_metric": 0.6988}}
{"key": "imagenet-o", "dataset": "ImageNet-O", "metrics": {"acc1": 0.381, "acc5": 0.734, "mean_per_class_recall": 0.39689795722852994, "main_metric": 0.381}}
{"key": "imagenet-r", "dataset": "ImageNet-R", "metrics": {"acc1": 0.9293666666666667, "acc5": 0.9822666666666666, "mean_per_class_recall": 0.921225710813732, "main_metric": 0.9293666666666667}}
{"key": "vtab/kitti_closest_vehicle_distance", "dataset": "KITTI Vehicle Distance", "metrics": {"acc1": 0.3361462728551336, "acc5": null, "mean_per_class_recall": 0.42655862269565553, "main_metric": 0.3361462728551336}}
{"key": "mnist", "dataset": "MNIST", "metrics": {"acc1": 0.8579, "acc5": 0.9842, "mean_per_class_recall": 0.8580588283530659, "main_metric": 0.8579}}
{"key": "objectnet", "dataset": "ObjectNet", "metrics": {"acc1": 0.6812749003984063, "acc5": 0.8573812856681382, "mean_per_class_recall": 0.6695348024584162, "main_metric": 0.6812749003984063}}
{"key": "vtab/flowers", "dataset": "Oxford Flowers-102", "metrics": {"acc1": 0.9234021792161327, "acc5": 0.9829240526914945, "mean_per_class_recall": 0.8995336494286063, "main_metric": 0.8995336494286063}}
{"key": "vtab/pets", "dataset": "Oxford-IIIT Pet", "metrics": {"acc1": 0.9656582174979559, "acc5": 0.9991823385118561, "mean_per_class_recall": 0.9655148933085753, "main_metric": 0.9655148933085753}}
{"key": "voc2007", "dataset": "Pascal VOC 2007", "metrics": {"acc1": 0.8183092948717948, "acc5": 0.9710870726495726, "mean_per_class_recall": 0.9227985577104342, "main_metric": 0.8183092948717948}}
{"key": "vtab/pcam", "dataset": "PatchCamelyon", "metrics": {"acc1": 0.65362548828125, "acc5": null, "mean_per_class_recall": 0.6535354071230998, "main_metric": 0.65362548828125}}
{"key": "renderedsst2", "dataset": "Rendered SST2", "metrics": {"acc1": 0.5464030752333883, "acc5": null, "mean_per_class_recall": 0.5456925626773204, "main_metric": 0.5464030752333883}}
{"key": "vtab/resisc45", "dataset": "RESISC45", "metrics": {"acc1": 0.7504761904761905, "acc5": 0.9503174603174603, "mean_per_class_recall": 0.755682846983173, "main_metric": 0.7504761904761905}}
{"key": "cars", "dataset": "Stanford Cars", "metrics": {"acc1": 0.957592339261286, "acc5": 0.9996269120756125, "mean_per_class_recall": 0.95787629738828, "main_metric": 0.957592339261286}}
{"key": "stl10", "dataset": "STL-10", "metrics": {"acc1": 0.989, "acc5": 1.0, "mean_per_class_recall": 0.9890000000000001, "main_metric": 0.989}}
{"key": "sun397", "dataset": "SUN397", "metrics": {"acc1": 0.7691487209665852, "acc5": 0.9687367820953712, "mean_per_class_recall": 0.7712829083687427, "main_metric": 0.7691487209665852}}
{"key": "vtab/svhn", "dataset": "SVHN", "metrics": {"acc1": 0.6761677934849416, "acc5": 0.922480024585126, "mean_per_class_recall": 0.6992385112125077, "main_metric": 0.6761677934849416}}
{"key": "retrieval/flickr_1k_test_image_text_retrieval", "dataset": "Flickr", "metrics": {"image_retrieval_recall@1": 0.8009999990463257, "text_retrieval_recall@1": 0.9279999732971191, "image_retrieval_recall@5": 0.9524000287055969, "text_retrieval_recall@5": 0.9940000176429749, "image_retrieval_recall@10": 0.973800003528595, "text_retrieval_recall@10": 0.9990000128746033, "mean_recall@1": 0.8644999861717224, "main_metric": 0.8644999861717224}}
{"key": "retrieval/mscoco_2014_5k_test_image_text_retrieval", "dataset": "MSCOCO", "metrics": {"image_retrieval_recall@1": 0.5396241545677185, "text_retrieval_recall@1": 0.722599983215332, "image_retrieval_recall@5": 0.7800479531288147, "text_retrieval_recall@5": 0.902400016784668, "image_retrieval_recall@10": 0.855297863483429, "text_retrieval_recall@10": 0.9449999928474426, "mean_recall@1": 0.6311120688915253, "main_metric": 0.6311120688915253}}
{"key": "misc/winogavil", "dataset": "WinoGAViL", "metrics": {"avg_jaccard_score": 0.6030137791855446, "jaccard_score_5": 0.632979797979798, "jaccard_score_6": 0.6032397408207343, "jaccard_score_10": 0.5572993516655488, "jaccard_score_12": 0.5553627058299955, "jaccard_score_5-6": 0.6177310200566015, "jaccard_score_10-12": 0.5563287610126018, "main_metric": 0.5563287610126018}}
{"key": "wilds/iwildcam", "dataset": "iWildCam", "metrics": {"acc1": 0.2653361688205464, "acc5": 0.631277605103877, "mean_per_class_recall": 0.2649878140564381, "acc_avg": 0.2658035457134247, "recall-macro_all": 0.2649878140564381, "F1-macro_all": 0.2055493961628365, "main_metric": 0.2055493961628365}}
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{"key": "fairness/dollar_street", "dataset": "Dollar Street", "metrics": {"acc1": 0.579788752497859, "acc5": 0.8344276334570369, "mean_per_class_recall": 0.6086562373297322, "acc_top5_avg": 0.8344276547431946, "acc_top5_income_ds:0": 0.6997663378715515, "count_income_ds:0": 856.0, "acc_top5_income_ds:1": 0.8427602052688599, "count_income_ds:1": 884.0, "acc_top5_income_ds:2": 0.8668146729469299, "count_income_ds:2": 901.0, "acc_top5_income_ds:3": 0.9257540702819824, "count_income_ds:3": 862.0, "acc_top5_wg": 0.6997663378715515, "main_metric": 0.6997663378715515}}
{"key": "fairness/geode", "dataset": "GeoDE", "metrics": {"acc1": 0.9433055733504164, "acc5": 0.9976777706598334, "mean_per_class_recall": 0.94233551159002, "acc_avg": 0.9433055520057678, "acc_region:0": 0.9281837344169617, "count_region:0": 2395.0, "acc_region:1": 0.9368159174919128, "count_region:1": 2010.0, "acc_region:2": 0.9468485713005066, "count_region:2": 2126.0, "acc_region:3": 0.9460708498954773, "count_region:3": 1947.0, "acc_region:4": 0.9482071995735168, "count_region:4": 1757.0, "acc_region:5": 0.9556147456169128, "count_region:5": 2253.0, "acc_wg": 0.9281837344169617, "main_metric": 0.9281837344169617}}
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