data/featured_models.json

{
  "top5_macro_f1": [
    {
      "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
    }
  ],
  "best_by_family": [
    {
      "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",
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      "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": 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": 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": 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": 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
    }
  ]
}