[ { "rank_by_macro_best": 1, "family": "ConvNeXt", "model": "convnextv2_huge.dbv4-full", "repo_id": "animetimm/convnextv2_huge.dbv4-full", "params_m": 692.6, "macro_best": 0.611, "macro_040": 0.58, "micro_040": 0.697 }, { "rank_by_macro_best": 2, "family": "EVA", "model": "eva02_large_patch14_448.dbv4-full", "repo_id": "animetimm/eva02_large_patch14_448.dbv4-full", "params_m": 316.8, "macro_best": 0.599, "macro_040": 0.569, "micro_040": 0.693 }, { "rank_by_macro_best": 3, "family": "CAFormer", "model": "caformer_b36.dbv4-full", "repo_id": "animetimm/caformer_b36.dbv4-full", "params_m": 134.0, "macro_best": 0.581, "macro_040": 0.546, "micro_040": 0.689 }, { "rank_by_macro_best": 4, "family": "SwinV2", "model": "swinv2_base_window8_256.dbv4-full", "repo_id": "animetimm/swinv2_base_window8_256.dbv4-full", "params_m": 99.7, "macro_best": 0.575, "macro_040": 0.541, "micro_040": 0.683 }, { "rank_by_macro_best": 5, "family": "CAFormer", "model": "caformer_m36.dbv4-full", "repo_id": "animetimm/caformer_m36.dbv4-full", "params_m": 82.7, "macro_best": 0.559, "macro_040": 0.515, "micro_040": 0.676 }, { "rank_by_macro_best": 6, "family": "ConvNeXt", "model": "convnext_base.dbv4-full", "repo_id": "animetimm/convnext_base.dbv4-full", "params_m": 100.4, "macro_best": 0.553, "macro_040": 0.521, "micro_040": 0.669 }, { "rank_by_macro_best": 7, "family": "CAFormer", "model": "caformer_s36.dbv4-full", "repo_id": "animetimm/caformer_s36.dbv4-full", "params_m": 62.8, "macro_best": 0.549, "macro_040": 0.504, "micro_040": 0.67 }, { "rank_by_macro_best": 8, "family": "ViT", "model": "vit_base_patch16_224.dbv4-full", "repo_id": "animetimm/vit_base_patch16_224.dbv4-full", "params_m": 95.8, "macro_best": 0.54, "macro_040": 0.5, "micro_040": 0.664 }, { "rank_by_macro_best": 9, "family": "CAFormer", "model": "caformer_s18.dbv4-full", "repo_id": "animetimm/caformer_s18.dbv4-full", "params_m": 49.9, "macro_best": 0.516, "macro_040": 0.464, "micro_040": 0.647 }, { "rank_by_macro_best": 10, "family": "MobileNetV4", "model": "mobilenetv4_conv_aa_large.dbv4-full", "repo_id": "animetimm/mobilenetv4_conv_aa_large.dbv4-full", "params_m": 47.3, "macro_best": 0.511, "macro_040": 0.458, "micro_040": 0.641 }, { "rank_by_macro_best": 11, "family": "ResNet", "model": "resnet152.dbv4-full", "repo_id": "animetimm/resnet152.dbv4-full", "params_m": 83.7, "macro_best": 0.486, "macro_040": 0.448, "micro_040": 0.624 }, { "rank_by_macro_best": 12, "family": "ResNet", "model": "resnet101.dbv4-full", "repo_id": "animetimm/resnet101.dbv4-full", "params_m": 68.1, "macro_best": 0.481, "macro_040": 0.437, "micro_040": 0.622 }, { "rank_by_macro_best": 13, "family": "MobileNetV3", "model": "mobilenetv3_large_150d.dbv4-full", "repo_id": "animetimm/mobilenetv3_large_150d.dbv4-full", "params_m": 29.3, "macro_best": 0.462, "macro_040": 0.4, "micro_040": 0.605 }, { "rank_by_macro_best": 14, "family": "MobileViT", "model": "mobilevitv2_200.dbv4-full", "repo_id": "animetimm/mobilevitv2_200.dbv4-full", "params_m": 30.2, "macro_best": 0.454, "macro_040": 0.401, "micro_040": 0.608 }, { "rank_by_macro_best": 15, "family": "ResNet", "model": "resnet50.dbv4-full", "repo_id": "animetimm/resnet50.dbv4-full", "params_m": 49.1, "macro_best": 0.421, "macro_040": 0.382, "micro_040": 0.572 }, { "rank_by_macro_best": 16, "family": "MobileNetV3", "model": "mobilenetv3_large_100.dbv4-full", "repo_id": "animetimm/mobilenetv3_large_100.dbv4-full", "params_m": 20.2, "macro_best": 0.383, "macro_040": 0.311, "micro_040": 0.533 }, { "rank_by_macro_best": 17, "family": "MobileNetV4", "model": "mobilenetv4_conv_small.dbv4-full", "repo_id": "animetimm/mobilenetv4_conv_small.dbv4-full", "params_m": 18.5, "macro_best": 0.379, "macro_040": 0.312, "micro_040": 0.529 }, { "rank_by_macro_best": 18, "family": "ResNet", "model": "resnet34.dbv4-full", "repo_id": "animetimm/resnet34.dbv4-full", "params_m": 27.7, "macro_best": 0.342, "macro_040": 0.29, "micro_040": 0.53 }, { "rank_by_macro_best": 19, "family": "ResNet", "model": "resnet18.dbv4-full", "repo_id": "animetimm/resnet18.dbv4-full", "params_m": 17.6, "macro_best": 0.314, "macro_040": 0.259, "micro_040": 0.499 }, { "rank_by_macro_best": 20, "family": "MobileNetV4", "model": "mobilenetv4_conv_small_050.dbv4-full", "repo_id": "animetimm/mobilenetv4_conv_small_050.dbv4-full", "params_m": 16.9, "macro_best": 0.3, "macro_040": 0.194, "micro_040": 0.429 } ]