File size: 3,956 Bytes
9dca5a9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 | {
"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",
"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": 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
}
]
} |