File size: 5,110 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
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
[
  {
    "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
  }
]