模型库统计 — MMPretrain 1.2.0 documentation (original) (raw)
mobilenet-v2_8xb32_in1k
3.50
0.32
71.86
90.42
mobilenet-v3-small-050_3rdparty_in1k
1.59
0.02
57.91
80.19
mobilenet-v3-small-075_3rdparty_in1k
2.04
0.04
65.23
85.44
mobilenet-v3-small_8xb128_in1k
2.54
0.06
66.68
86.74
mobilenet-v3-small_3rdparty_in1k
2.54
0.06
67.66
87.41
mobilenet-v3-large_8xb128_in1k
5.48
0.23
73.49
91.31
mobilenet-v3-large_3rdparty_in1k
5.48
0.23
74.04
91.34
resnet18_8xb32_in1k
11.69
1.82
69.9
89.43
resnet34_8xb32_in1k
2.18
3.68
73.62
91.59
resnet50_8xb32_in1k
25.56
4.12
76.55
93.06
resnet101_8xb32_in1k
44.55
7.85
77.97
94.06
resnet152_8xb32_in1k
60.19
11.58
78.48
94.13
resnetv1d50_8xb32_in1k
25.58
4.36
77.54
93.57
resnetv1d101_8xb32_in1k
44.57
8.09
78.93
94.48
resnetv1d152_8xb32_in1k
60.21
11.82
79.41
94.7
resnet50_8xb32-fp16_in1k
25.56
4.12
76.3
93.07
resnet50_8xb256-rsb-a1-600e_in1k
25.56
4.12
80.12
94.78
resnet50_8xb256-rsb-a2-300e_in1k
25.56
4.12
79.55
94.37
resnet50_8xb256-rsb-a3-100e_in1k
25.56
4.12
78.3
93.8
resnetv1c50_8xb32_in1k
25.58
4.36
77.01
93.58
resnetv1c101_8xb32_in1k
44.57
8.09
78.3
94.27
resnetv1c152_8xb32_in1k
60.21
11.82
78.76
94.41
res2net50-w14-s8_3rdparty_8xb32_in1k
25.06
4.22
78.14
93.85
res2net50-w26-s8_3rdparty_8xb32_in1k
48.40
8.39
79.2
94.36
res2net101-w26-s4_3rdparty_8xb32_in1k
45.21
8.12
79.19
94.44
resnext50-32x4d_8xb32_in1k
25.03
4.27
77.9
93.66
resnext101-32x4d_8xb32_in1k
44.18
8.03
78.61
94.17
resnext101-32x8d_8xb32_in1k
88.79
16.50
79.27
94.58
resnext152-32x4d_8xb32_in1k
59.95
11.80
78.88
94.33
seresnet50_8xb32_in1k
28.09
4.13
77.74
93.84
seresnet101_8xb32_in1k
49.33
7.86
78.26
94.07
shufflenet-v1-1x_16xb64_in1k
1.87
0.15
68.13
87.81
shufflenet-v2-1x_16xb64_in1k
2.28
0.15
69.55
88.92
swin-tiny_16xb64_in1k
28.29
4.36
81.18
95.61
swin-small_16xb64_in1k
49.61
8.52
83.02
96.29
swin-base_16xb64_in1k
87.77
15.14
83.36
96.44
swin-tiny_3rdparty_in1k
28.29
4.36
81.18
95.52
swin-small_3rdparty_in1k
49.61
8.52
83.21
96.25
swin-base_3rdparty_in1k
87.77
15.14
83.42
96.44
swin-base_3rdparty_in1k-384
87.90
44.49
84.49
96.95
swin-base_in21k-pre-3rdparty_in1k
87.77
15.14
85.16
97.5
swin-base_in21k-pre-3rdparty_in1k-384
87.90
44.49
86.44
98.05
swin-large_in21k-pre-3rdparty_in1k
196.53
34.04
86.24
97.88
swin-large_in21k-pre-3rdparty_in1k-384
196.74
100.04
87.25
98.25
vgg11_8xb32_in1k
132.86
7.63
68.75
88.87
vgg13_8xb32_in1k
133.05
11.34
70.02
89.46
vgg16_8xb32_in1k
138.36
15.50
71.62
90.49
vgg19_8xb32_in1k
143.67
19.67
72.41
90.8
vgg11bn_8xb32_in1k
132.87
7.64
70.67
90.16
vgg13bn_8xb32_in1k
133.05
11.36
72.12
90.66
vgg16bn_8xb32_in1k
138.37
15.53
73.74
91.66
vgg19bn_8xb32_in1k
143.68
19.70
74.68
92.27
repvgg-A0_8xb32_in1k
8.31
1.36
72.37
90.56
repvgg-A1_8xb32_in1k
12.79
2.36
74.23
91.8
repvgg-A2_8xb32_in1k
25.50
5.12
76.49
93.09
repvgg-B0_8xb32_in1k
3.42
15.82
75.27
92.21
repvgg-B1_8xb32_in1k
51.83
11.81
78.19
94.04
repvgg-B1g2_8xb32_in1k
41.36
8.81
77.87
93.99
repvgg-B1g4_8xb32_in1k
36.13
7.30
77.81
93.77
repvgg-B2_8xb32_in1k
80.32
18.37
78.58
94.23
repvgg-B2g4_8xb32_in1k
55.78
11.33
79.44
94.72
repvgg-B3_8xb32_in1k
110.96
26.21
80.58
95.33
repvgg-B3g4_8xb32_in1k
75.63
16.06
80.26
95.15
repvgg-D2se_3rdparty_in1k
120.39
32.84
81.81
95.94
tnt-small-p16_3rdparty_in1k
23.76
3.36
81.52
95.73
vit-base-p32_in21k-pre_3rdparty_in1k-384px
88.30
13.06
84.01
97.08
vit-base-p16_32xb128-mae_in1k
86.57
17.58
82.37
96.15
vit-base-p16_in21k-pre_3rdparty_in1k-384px
86.86
55.54
85.43
97.77
vit-large-p16_in21k-pre_3rdparty_in1k-384px
304.72
191.21
85.63
97.63
t2t-vit-t-14_8xb64_in1k
21.47
4.34
81.83
95.84
t2t-vit-t-19_8xb64_in1k
39.08
7.80
82.63
96.18
t2t-vit-t-24_8xb64_in1k
64.00
12.69
82.71
96.09
tinyvit-5m_3rdparty_in1k
5.39
1.29
79.02
94.74
tinyvit-5m_in21k-distill-pre_3rdparty_in1k
5.39
1.29
80.71
95.57
tinyvit-11m_3rdparty_in1k
11.00
2.05
81.44
95.79
tinyvit-11m_in21k-distill-pre_3rdparty_in1k
11.00
2.05
83.19
96.53
tinyvit-21m_3rdparty_in1k
21.20
4.30
83.08
96.58
tinyvit-21m_in21k-distill-pre_3rdparty_in1k
21.20
4.30
84.85
97.27
tinyvit-21m_in21k-distill-pre_3rdparty_in1k-384px
21.23
13.85
86.21
97.77
tinyvit-21m_in21k-distill-pre_3rdparty_in1k-512px
21.27
27.15
86.44
97.89
mlp-mixer-base-p16_3rdparty_64xb64_in1k
59.88
12.61
76.68
92.25
mlp-mixer-large-p16_3rdparty_64xb64_in1k
208.20
44.57
72.34
88.02
conformer-tiny-p16_3rdparty_in1k
23.52
4.90
81.31
95.6
conformer-small-p16_3rdparty_in1k
37.67
10.31
83.32
96.46
conformer-small-p32_8xb128_in1k
38.85
7.09
81.96
96.02
conformer-base-p16_3rdparty_in1k
83.29
22.89
83.82
96.59
regnetx-400mf_8xb128_in1k
5.16
0.41
72.56
90.78
regnetx-800mf_8xb128_in1k
7.26
0.81
74.76
92.32
regnetx-1.6gf_8xb128_in1k
9.19
1.63
76.84
93.31
regnetx-3.2gf_8xb64_in1k
3.21
1.53
78.09
94.08
regnetx-4.0gf_8xb64_in1k
22.12
4.00
78.6
94.17
regnetx-6.4gf_8xb64_in1k
26.21
6.51
79.38
94.65
regnetx-8.0gf_8xb64_in1k
39.57
8.03
79.12
94.51
regnetx-12gf_8xb64_in1k
46.11
12.15
79.67
95.03
deit-tiny_4xb256_in1k
5.72
1.26
74.5
92.24
deit-tiny-distilled_3rdparty_in1k
5.91
1.27
74.51
91.9
deit-small_4xb256_in1k
22.05
4.61
80.69
95.06
deit-small-distilled_3rdparty_in1k
22.44
4.63
81.17
95.4
deit-base_16xb64_in1k
86.57
17.58
81.76
95.81
deit-base_3rdparty_in1k
86.57
17.58
81.79
95.59
deit-base-distilled_3rdparty_in1k
87.34
17.67
83.33
96.49
deit-base_224px-pre_3rdparty_in1k-384px
86.86
55.54
83.04
96.31
deit-base-distilled_224px-pre_3rdparty_in1k-384px
87.63
55.65
85.55
97.35
twins-pcpvt-small_3rdparty_8xb128_in1k
24.11
3.67
81.14
95.69
twins-pcpvt-base_3rdparty_8xb128_in1k
43.83
6.45
82.66
96.26
twins-pcpvt-large_3rdparty_16xb64_in1k
60.99
9.51
83.09
96.59
twins-svt-small_3rdparty_8xb128_in1k
24.06
2.82
81.77
95.57
twins-svt-base_8xb128_3rdparty_in1k
56.07
8.35
83.13
96.29
twins-svt-large_3rdparty_16xb64_in1k
99.27
14.82
83.6
96.5
efficientnet-b0_3rdparty_8xb32_in1k
5.29
0.42
76.74
93.17
efficientnet-b0_3rdparty_8xb32-aa_in1k
5.29
0.42
77.26
93.41
efficientnet-b0_3rdparty_8xb32-aa-advprop_in1k
5.29
0.42
77.53
93.61
efficientnet-b0_3rdparty-ra-noisystudent_in1k
5.29
0.42
77.63
94.0
efficientnet-b1_3rdparty_8xb32_in1k
7.79
0.74
78.68
94.28
efficientnet-b1_3rdparty_8xb32-aa_in1k
7.79
0.74
79.2
94.42
efficientnet-b1_3rdparty_8xb32-aa-advprop_in1k
7.79
0.74
79.52
94.43
efficientnet-b1_3rdparty-ra-noisystudent_in1k
7.79
0.74
81.44
95.83
efficientnet-b2_3rdparty_8xb32_in1k
9.11
1.07
79.64
94.8
efficientnet-b2_3rdparty_8xb32-aa_in1k
9.11
1.07
80.21
94.96
efficientnet-b2_3rdparty_8xb32-aa-advprop_in1k
9.11
1.07
80.45
95.07
efficientnet-b2_3rdparty-ra-noisystudent_in1k
9.11
1.07
82.47
96.23
efficientnet-b3_3rdparty_8xb32_in1k
12.23
1.95
81.01
95.34
efficientnet-b3_3rdparty_8xb32-aa_in1k
12.23
1.95
81.58
95.67
efficientnet-b3_3rdparty_8xb32-aa-advprop_in1k
12.23
1.95
81.81
95.69
efficientnet-b3_3rdparty-ra-noisystudent_in1k
12.23
1.95
84.02
96.89
efficientnet-b4_3rdparty_8xb32_in1k
19.34
4.66
82.57
96.09
efficientnet-b4_3rdparty_8xb32-aa_in1k
19.34
4.66
82.95
96.26
efficientnet-b4_3rdparty_8xb32-aa-advprop_in1k
19.34
4.66
83.25
96.44
efficientnet-b4_3rdparty-ra-noisystudent_in1k
19.34
4.66
85.25
97.52
efficientnet-b5_3rdparty_8xb32_in1k
30.39
10.80
83.18
96.47
efficientnet-b5_3rdparty_8xb32-aa_in1k
30.39
10.80
83.82
96.76
efficientnet-b5_3rdparty_8xb32-aa-advprop_in1k
30.39
10.80
84.21
96.98
efficientnet-b5_3rdparty-ra-noisystudent_in1k
30.39
10.80
86.08
97.75
efficientnet-b6_3rdparty_8xb32-aa_in1k
43.04
19.97
84.05
96.82
efficientnet-b6_3rdparty_8xb32-aa-advprop_in1k
43.04
19.97
84.74
97.14
efficientnet-b6_3rdparty-ra-noisystudent_in1k
43.04
19.97
86.47
97.87
efficientnet-b7_3rdparty_8xb32-aa_in1k
66.35
39.32
84.38
96.88
efficientnet-b7_3rdparty_8xb32-aa-advprop_in1k
66.35
39.32
85.14
97.23
efficientnet-b7_3rdparty-ra-noisystudent_in1k
66.35
39.32
86.83
98.08
efficientnet-b8_3rdparty_8xb32-aa-advprop_in1k
87.41
65.00
85.38
97.28
efficientnet-l2_3rdparty-ra-noisystudent_in1k-800px
480.31
174.20
88.33
98.65
efficientnet-l2_3rdparty-ra-noisystudent_in1k-475px
480.31
484.98
88.18
98.55
convnext-tiny_32xb128_in1k
28.59
4.46
82.14
96.06
convnext-tiny_32xb128-noema_in1k
28.59
4.46
81.95
95.89
convnext-tiny_in21k-pre_3rdparty_in1k
28.59
4.46
82.9
96.62
convnext-tiny_in21k-pre_3rdparty_in1k-384px
28.59
13.14
84.11
97.14
convnext-small_32xb128_in1k
50.22
8.69
83.16
96.56
convnext-small_32xb128-noema_in1k
50.22
8.69
83.21
96.48
convnext-small_in21k-pre_3rdparty_in1k
50.22
8.69
84.59
97.41
convnext-small_in21k-pre_3rdparty_in1k-384px
50.22
25.58
85.75
97.88
convnext-base_32xb128_in1k
88.59
15.36
83.66
96.74
convnext-base_32xb128-noema_in1k
88.59
15.36
83.64
96.61
convnext-base_3rdparty_in1k
88.59
15.36
83.85
96.74
convnext-base_3rdparty-noema_in1k
88.59
15.36
83.71
96.6
convnext-base_3rdparty_in1k-384px
88.59
45.21
85.1
97.34
convnext-base_in21k-pre_3rdparty_in1k
88.59
15.36
85.81
97.86
convnext-base_in21k-pre-3rdparty_in1k-384px
88.59
45.21
86.82
98.25
convnext-large_3rdparty_in1k
197.77
34.37
84.3
96.89
convnext-large_3rdparty_in1k-384px
197.77
101.10
85.5
97.59
convnext-large_in21k-pre_3rdparty_in1k
197.77
34.37
86.61
98.04
convnext-large_in21k-pre-3rdparty_in1k-384px
197.77
101.10
87.46
98.37
convnext-xlarge_in21k-pre_3rdparty_in1k
350.20
60.93
86.97
98.2
convnext-xlarge_in21k-pre-3rdparty_in1k-384px
350.20
179.20
87.76
98.55
hrnet-w18_3rdparty_8xb32_in1k
21.30
4.33
76.75
93.44
hrnet-w30_3rdparty_8xb32_in1k
37.71
8.17
78.19
94.22
hrnet-w32_3rdparty_8xb32_in1k
41.23
8.99
78.44
94.19
hrnet-w40_3rdparty_8xb32_in1k
57.55
12.77
78.94
94.47
hrnet-w44_3rdparty_8xb32_in1k
67.06
14.96
78.88
94.37
hrnet-w48_3rdparty_8xb32_in1k
77.47
17.36
79.32
94.52
hrnet-w64_3rdparty_8xb32_in1k
128.06
29.00
79.46
94.65
hrnet-w18_3rdparty_8xb32-ssld_in1k
21.30
4.33
81.06
95.7
hrnet-w48_3rdparty_8xb32-ssld_in1k
77.47
17.36
83.63
96.79
repmlp-base_3rdparty_8xb64_in1k
68.24
6.71
80.41
95.14
repmlp-base_3rdparty_8xb64_in1k-256px
96.45
9.69
81.11
95.5
wide-resnet50_3rdparty_8xb32_in1k
68.88
11.44
78.48
94.08
wide-resnet101_3rdparty_8xb32_in1k
126.89
22.81
78.84
94.28
wide-resnet50_3rdparty-timm_8xb32_in1k
68.88
11.44
81.45
95.53
van-tiny_3rdparty_in1k
4.11
0.88
75.41
93.02
van-small_3rdparty_in1k
13.86
2.52
81.01
95.63
van-base_3rdparty_in1k
26.58
5.03
82.8
96.21
van-large_3rdparty_in1k
44.77
8.99
83.86
96.73
cspdarknet50_3rdparty_8xb32_in1k
27.64
5.04
80.05
95.07
cspresnet50_3rdparty_8xb32_in1k
21.62
3.48
79.55
94.68
cspresnext50_3rdparty_8xb32_in1k
20.57
3.11
79.96
94.96
convmixer-768-32_3rdparty_in1k
21.11
19.62
80.16
95.08
convmixer-1024-20_3rdparty_in1k
24.38
5.55
76.94
93.36
convmixer-1536-20_3rdparty_in1k
51.63
48.71
81.37
95.61
densenet121_3rdparty_in1k
7.98
2.88
74.96
92.21
densenet169_3rdparty_in1k
14.15
3.42
76.08
93.11
densenet201_3rdparty_in1k
20.01
4.37
77.32
93.64
densenet161_3rdparty_in1k
28.68
7.82
77.61
93.83
poolformer-s12_3rdparty_32xb128_in1k
11.92
1.87
77.24
93.51
poolformer-s24_3rdparty_32xb128_in1k
21.39
3.51
80.33
95.05
poolformer-s36_3rdparty_32xb128_in1k
30.86
5.15
81.43
95.45
poolformer-m36_3rdparty_32xb128_in1k
56.17
8.96
82.14
95.71
poolformer-m48_3rdparty_32xb128_in1k
73.47
11.80
82.51
95.95
inception-v3_3rdparty_8xb32_in1k
23.83
5.75
77.57
93.58
mvitv2-tiny_3rdparty_in1k
24.17
4.70
82.33
96.15
mvitv2-small_3rdparty_in1k
34.87
7.00
83.63
96.51
mvitv2-base_3rdparty_in1k
51.47
10.16
84.34
96.86
mvitv2-large_3rdparty_in1k
217.99
43.87
85.25
97.14
edgenext-xxsmall_3rdparty_in1k
1.33
0.26
71.2
89.91
edgenext-xsmall_3rdparty_in1k
2.34
0.53
74.86
92.31
edgenext-small_3rdparty_in1k
5.59
1.25
79.41
94.53
edgenext-small-usi_3rdparty_in1k
5.59
1.25
81.06
95.34
edgenext-base_3rdparty_in1k
18.51
3.81
82.48
96.2
edgenext-base_3rdparty-usi_in1k
18.51
3.81
83.67
96.7
mobileone-s0_8xb32_in1k
2.08
0.27
71.34
89.87
mobileone-s1_8xb32_in1k
4.76
0.82
75.72
92.54
mobileone-s2_8xb32_in1k
7.81
1.30
77.37
93.34
mobileone-s3_8xb32_in1k
10.08
1.89
78.06
93.83
mobileone-s4_8xb32_in1k
14.84
2.98
79.69
94.46
efficientformer-l1_3rdparty_8xb128_in1k
12.28
1.30
80.46
94.99
efficientformer-l3_3rdparty_8xb128_in1k
31.41
3.74
82.45
96.18
efficientformer-l7_3rdparty_8xb128_in1k
82.23
10.16
83.4
96.6
swinv2-tiny-w8_3rdparty_in1k-256px
28.35
4.35
81.76
95.87
swinv2-tiny-w16_3rdparty_in1k-256px
28.35
4.40
82.81
96.23
swinv2-small-w8_3rdparty_in1k-256px
49.73
8.45
83.74
96.6
swinv2-small-w16_3rdparty_in1k-256px
49.73
8.57
84.13
96.83
swinv2-base-w8_3rdparty_in1k-256px
87.92
14.99
84.2
96.86
swinv2-base-w16_3rdparty_in1k-256px
87.92
15.14
84.6
97.05
swinv2-base-w16_in21k-pre_3rdparty_in1k-256px
87.92
15.14
86.17
97.88
swinv2-base-w24_in21k-pre_3rdparty_in1k-384px
87.92
34.07
87.14
98.23
swinv2-large-w16_in21k-pre_3rdparty_in1k-256px
196.75
33.86
86.93
98.06
swinv2-large-w24_in21k-pre_3rdparty_in1k-384px
196.75
76.20
87.59
98.27
deit3-small-p16_3rdparty_in1k
22.06
4.61
81.35
95.31
deit3-small-p16_3rdparty_in1k-384px
22.21
15.52
83.43
96.68
deit3-small-p16_in21k-pre_3rdparty_in1k
22.06
4.61
83.06
96.77
deit3-small-p16_in21k-pre_3rdparty_in1k-384px
22.21
15.52
84.84
97.48
deit3-medium-p16_3rdparty_in1k
38.85
8.00
82.99
96.22
deit3-medium-p16_in21k-pre_3rdparty_in1k
38.85
8.00
84.56
97.19
deit3-base-p16_3rdparty_in1k
86.59
17.58
83.8
96.55
deit3-base-p16_3rdparty_in1k-384px
86.88
55.54
85.08
97.25
deit3-base-p16_in21k-pre_3rdparty_in1k
86.59
17.58
85.7
97.75
deit3-base-p16_in21k-pre_3rdparty_in1k-384px
86.88
55.54
86.73
98.11
deit3-large-p16_3rdparty_in1k
304.37
61.60
84.87
97.01
deit3-large-p16_3rdparty_in1k-384px
304.76
191.21
85.82
97.6
deit3-large-p16_in21k-pre_3rdparty_in1k
304.37
61.60
86.97
98.24
deit3-large-p16_in21k-pre_3rdparty_in1k-384px
304.76
191.21
87.73
98.51
deit3-huge-p14_3rdparty_in1k
632.13
167.40
85.21
97.36
deit3-huge-p14_in21k-pre_3rdparty_in1k
632.13
167.40
87.19
98.26
hornet-tiny_3rdparty_in1k
22.41
3.98
82.84
96.24
hornet-tiny-gf_3rdparty_in1k
22.99
3.90
82.98
96.38
hornet-small_3rdparty_in1k
49.53
8.83
83.79
96.75
hornet-small-gf_3rdparty_in1k
50.40
8.71
83.98
96.77
hornet-base_3rdparty_in1k
87.26
15.58
84.24
96.94
hornet-base-gf_3rdparty_in1k
88.42
15.42
84.32
96.95
mobilevit-small_3rdparty_in1k
5.58
2.03
78.25
94.09
mobilevit-xsmall_3rdparty_in1k
2.32
1.05
74.75
92.32
mobilevit-xxsmall_3rdparty_in1k
1.27
0.42
69.02
88.91
davit-tiny_3rdparty_in1k
28.36
4.54
82.24
96.13
davit-small_3rdparty_in1k
49.75
8.80
83.61
96.75
davit-base_3rdparty_in1k
87.95
15.51
84.09
96.82
replknet-31B_3rdparty_in1k
79.86
15.64
83.48
96.57
replknet-31B_3rdparty_in1k-384px
79.86
45.95
84.84
97.34
replknet-31B_in21k-pre_3rdparty_in1k
79.86
15.64
85.2
97.56
replknet-31B_in21k-pre_3rdparty_in1k-384px
79.86
45.95
85.99
97.75
replknet-31L_in21k-pre_3rdparty_in1k-384px
172.67
97.24
86.63
98.0
replknet-XL_meg73m-pre_3rdparty_in1k-320px
335.44
129.57
87.57
98.39
beit-base-p16_beit-pre_8xb128-coslr-100e_in1k
86.53
17.58
83.1
beit-base-p16_beit-in21k-pre_3rdparty_in1k
86.53
17.58
85.28
97.59
beit-base-p16_beitv2-pre_8xb128-coslr-100e_in1k
86.53
17.58
85.0
beit-base-p16_beitv2-in21k-pre_3rdparty_in1k
86.53
17.58
86.47
97.99
vit-base-p16_eva-mae-style-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.7
vit-base-p16_eva-mae-style-pre_8xb2048-linear-coslr-100e_in1k
86.57
17.58
69.0
beit-l-p14_eva-pre_3rdparty_in1k-196px
304.14
61.57
87.94
98.5
beit-l-p14_eva-in21k-pre_3rdparty_in1k-196px
304.14
61.57
88.58
98.65
beit-l-p14_eva-pre_3rdparty_in1k-336px
304.53
191.10
88.66
98.75
beit-l-p14_eva-in21k-pre_3rdparty_in1k-336px
304.53
191.10
89.17
98.86
beit-g-p14_eva-30m-in21k-pre_3rdparty_in1k-336px
1013.01
620.64
89.61
98.93
beit-g-p14_eva-30m-in21k-pre_3rdparty_in1k-560px
1014.45
1906.76
89.71
98.96
revvit-small_3rdparty_in1k
22.44
4.58
79.87
94.9
revvit-base_3rdparty_in1k
87.34
17.49
81.81
95.56
vit-base-p32_clip-openai-pre_3rdparty_in1k
88.22
4.36
81.77
95.89
vit-base-p32_clip-laion2b-pre_3rdparty_in1k
88.22
4.36
82.46
96.12
vit-base-p32_clip-laion2b-in12k-pre_3rdparty_in1k
88.22
4.36
83.06
96.49
vit-base-p32_clip-openai-in12k-pre_3rdparty_in1k-384px
88.22
12.66
85.13
97.42
vit-base-p32_clip-laion2b-in12k-pre_3rdparty_in1k-384px
88.22
12.66
85.39
97.67
vit-base-p16_clip-openai-pre_3rdparty_in1k
86.57
16.86
85.3
97.5
vit-base-p16_clip-laion2b-pre_3rdparty_in1k
86.57
16.86
85.49
97.59
vit-base-p16_clip-openai-in12k-pre_3rdparty_in1k
86.57
16.86
85.99
97.72
vit-base-p16_clip-laion2b-in12k-pre_3rdparty_in1k
86.57
16.86
86.02
97.76
vit-base-p32_clip-laion2b-in12k-pre_3rdparty_in1k-448px
88.22
17.20
85.76
97.63
vit-base-p16_clip-openai-pre_3rdparty_in1k-384px
86.57
49.37
86.25
97.9
vit-base-p16_clip-laion2b-pre_3rdparty_in1k-384px
86.57
49.37
86.52
97.97
vit-base-p16_clip-openai-in12k-pre_3rdparty_in1k-384px
86.57
49.37
86.87
98.05
vit-base-p16_clip-laion2b-in12k-pre_3rdparty_in1k-384px
86.57
49.37
87.17
98.02
mixmim-base_mixmim-pre_8xb128-coslr-100e_in1k
88.34
16.35
84.63
efficientnetv2-b0_3rdparty_in1k
7.14
0.92
78.52
94.44
efficientnetv2-b1_3rdparty_in1k
8.14
1.44
79.8
94.89
efficientnetv2-b2_3rdparty_in1k
10.10
1.99
80.63
95.3
efficientnetv2-b3_3rdparty_in1k
14.36
3.50
82.03
95.88
efficientnetv2-s_3rdparty_in1k
21.46
9.72
83.82
96.67
efficientnetv2-m_3rdparty_in1k
54.14
26.88
85.01
97.26
efficientnetv2-l_3rdparty_in1k
118.52
60.14
85.43
97.31
efficientnetv2-s_in21k-pre_3rdparty_in1k
21.46
9.72
84.29
97.26
efficientnetv2-m_in21k-pre_3rdparty_in1k
54.14
26.88
85.47
97.76
efficientnetv2-l_in21k-pre_3rdparty_in1k
118.52
60.14
86.31
97.99
efficientnetv2-xl_in21k-pre_3rdparty_in1k
208.12
98.34
86.39
97.83
convnext-v2-atto_fcmae-pre_3rdparty_in1k
3.71
0.55
76.64
93.04
convnext-v2-femto_fcmae-pre_3rdparty_in1k
5.23
0.78
78.48
93.98
convnext-v2-pico_fcmae-pre_3rdparty_in1k
9.07
1.37
80.31
95.08
convnext-v2-nano_fcmae-pre_3rdparty_in1k
15.62
2.45
81.86
95.75
convnext-v2-nano_fcmae-in21k-pre_3rdparty_in1k
15.62
2.45
82.04
96.16
convnext-v2-tiny_fcmae-pre_3rdparty_in1k
28.64
4.47
82.94
96.29
convnext-v2-tiny_fcmae-in21k-pre_3rdparty_in1k
28.64
4.47
83.89
96.96
convnext-v2-nano_fcmae-in21k-pre_3rdparty_in1k-384px
15.62
7.21
83.36
96.75
convnext-v2-tiny_fcmae-in21k-pre_3rdparty_in1k-384px
28.64
13.14
85.09
97.63
convnext-v2-base_fcmae-pre_3rdparty_in1k
88.72
15.38
84.87
97.08
convnext-v2-base_fcmae-in21k-pre_3rdparty_in1k
88.72
15.38
86.74
98.02
convnext-v2-large_fcmae-pre_3rdparty_in1k
197.96
34.40
85.76
97.59
convnext-v2-large_fcmae-in21k-pre_3rdparty_in1k
197.96
34.40
87.26
98.24
convnext-v2-base_fcmae-in21k-pre_3rdparty_in1k-384px
88.72
45.21
87.63
98.42
convnext-v2-large_fcmae-in21k-pre_3rdparty_in1k-384px
197.96
101.10
88.18
98.52
convnext-v2-huge_fcmae-pre_3rdparty_in1k
660.29
115.00
86.25
97.75
convnext-v2-huge_fcmae-in21k-pre_3rdparty_in1k-384px
660.29
337.96
88.68
98.73
convnext-v2-huge_fcmae-in21k-pre_3rdparty_in1k-512px
660.29
600.81
88.86
98.74
levit-128s_3rdparty_in1k
7.39
0.31
76.51
92.9
levit-128_3rdparty_in1k
8.83
0.41
78.58
93.95
levit-192_3rdparty_in1k
10.56
0.67
79.86
94.75
levit-256_3rdparty_in1k
18.38
1.14
81.59
95.46
levit-384_3rdparty_in1k
38.36
2.37
82.59
95.95
vig-tiny_3rdparty_in1k
7.18
1.31
74.4
92.34
vig-small_3rdparty_in1k
22.75
4.54
80.61
95.28
vig-base_3rdparty_in1k
20.68
17.68
82.62
96.04
pvig-tiny_3rdparty_in1k
9.46
1.71
78.38
94.38
pvig-small_3rdparty_in1k
29.02
4.57
82.0
95.97
pvig-medium_3rdparty_in1k
51.68
8.89
83.12
96.35
pvig-base_3rdparty_in1k
95.21
16.86
83.59
96.52
xcit-nano-12-p16_3rdparty_in1k
3.05
0.56
70.35
89.98
xcit-nano-12-p16_3rdparty-dist_in1k
3.05
0.56
72.36
91.02
xcit-tiny-12-p16_3rdparty_in1k
6.72
1.24
77.21
93.62
xcit-tiny-12-p16_3rdparty-dist_in1k
6.72
1.24
78.7
94.12
xcit-nano-12-p16_3rdparty-dist_in1k-384px
3.05
1.64
74.93
92.42
xcit-nano-12-p8_3rdparty_in1k
3.05
2.16
73.8
92.08
xcit-nano-12-p8_3rdparty-dist_in1k
3.05
2.16
76.17
93.08
xcit-tiny-24-p16_3rdparty_in1k
12.12
2.34
79.47
94.85
xcit-tiny-24-p16_3rdparty-dist_in1k
12.12
2.34
80.51
95.17
xcit-tiny-12-p16_3rdparty-dist_in1k-384px
6.72
3.64
80.58
95.38
xcit-tiny-12-p8_3rdparty_in1k
6.71
4.81
79.75
94.88
xcit-tiny-12-p8_3rdparty-dist_in1k
6.71
4.81
81.26
95.46
xcit-small-12-p16_3rdparty_in1k
26.25
4.81
81.87
95.77
xcit-small-12-p16_3rdparty-dist_in1k
26.25
4.81
83.12
96.41
xcit-nano-12-p8_3rdparty-dist_in1k-384px
3.05
6.34
77.69
94.09
xcit-tiny-24-p16_3rdparty-dist_in1k-384px
12.12
6.87
82.43
96.2
xcit-small-24-p16_3rdparty_in1k
47.67
9.10
82.38
95.93
xcit-small-24-p16_3rdparty-dist_in1k
47.67
9.10
83.7
96.61
xcit-tiny-24-p8_3rdparty_in1k
12.11
9.21
81.7
95.9
xcit-tiny-24-p8_3rdparty-dist_in1k
12.11
9.21
82.62
96.16
xcit-tiny-12-p8_3rdparty-dist_in1k-384px
6.71
14.13
82.46
96.22
xcit-small-12-p16_3rdparty-dist_in1k-384px
26.25
14.14
84.74
97.19
xcit-medium-24-p16_3rdparty_in1k
84.40
16.13
82.56
95.82
xcit-medium-24-p16_3rdparty-dist_in1k
84.40
16.13
84.15
96.82
xcit-small-12-p8_3rdparty_in1k
26.21
18.69
83.21
96.41
xcit-small-12-p8_3rdparty-dist_in1k
26.21
18.69
83.97
96.81
xcit-small-24-p16_3rdparty-dist_in1k-384px
47.67
26.72
85.1
97.32
xcit-tiny-24-p8_3rdparty-dist_in1k-384px
12.11
27.05
83.77
96.72
xcit-small-24-p8_3rdparty_in1k
47.63
35.81
83.62
96.51
xcit-small-24-p8_3rdparty-dist_in1k
47.63
35.81
84.68
97.07
xcit-large-24-p16_3rdparty_in1k
189.10
35.86
82.97
95.86
xcit-large-24-p16_3rdparty-dist_in1k
189.10
35.86
84.61
97.07
xcit-medium-24-p16_3rdparty-dist_in1k-384px
84.40
47.39
85.47
97.49
xcit-small-12-p8_3rdparty-dist_in1k-384px
26.21
54.92
85.12
97.31
xcit-medium-24-p8_3rdparty_in1k
84.32
63.52
83.61
96.23
xcit-medium-24-p8_3rdparty-dist_in1k
84.32
63.52
85.0
97.16
xcit-small-24-p8_3rdparty-dist_in1k-384px
47.63
105.24
85.57
97.6
xcit-large-24-p16_3rdparty-dist_in1k-384px
189.10
105.35
85.78
97.6
xcit-large-24-p8_3rdparty_in1k
188.93
141.23
84.23
96.58
xcit-large-24-p8_3rdparty-dist_in1k
188.93
141.23
85.14
97.32
xcit-medium-24-p8_3rdparty-dist_in1k-384px
84.32
186.67
85.87
97.61
xcit-large-24-p8_3rdparty-dist_in1k-384px
188.93
415.00
86.13
97.75
resnet50_byol-pre_8xb512-linear-coslr-90e_in1k
25.56
4.11
71.8
resnet50_densecl-pre_8xb32-linear-steplr-100e_in1k
25.56
4.11
63.5
resnet50_mocov2-pre_8xb32-linear-steplr-100e_in1k
25.56
4.11
67.5
resnet50_mocov3-100e-pre_8xb128-linear-coslr-90e_in1k
25.56
4.11
69.6
resnet50_mocov3-300e-pre_8xb128-linear-coslr-90e_in1k
25.56
4.11
72.8
resnet50_mocov3-800e-pre_8xb128-linear-coslr-90e_in1k
25.56
4.11
74.4
vit-small-p16_mocov3-pre_8xb128-linear-coslr-90e_in1k
22.05
4.61
73.6
vit-base-p16_mocov3-pre_8xb64-coslr-150e_in1k
86.57
17.58
83.0
vit-base-p16_mocov3-pre_8xb128-linear-coslr-90e_in1k
86.57
17.58
76.9
vit-large-p16_mocov3-pre_8xb64-coslr-100e_in1k
304.33
61.60
83.7
resnet50_simclr-200e-pre_8xb512-linear-coslr-90e_in1k
25.56
4.11
66.9
resnet50_simclr-800e-pre_8xb512-linear-coslr-90e_in1k
25.56
4.11
69.2
resnet50_simsiam-100e-pre_8xb512-linear-coslr-90e_in1k
25.56
4.11
68.3
resnet50_simsiam-200e-pre_8xb512-linear-coslr-90e_in1k
25.56
4.11
69.8
resnet50_swav-pre_8xb32-linear-coslr-100e_in1k
25.56
4.11
70.5
vit-base-p16_mae-300e-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.1
vit-base-p16_mae-400e-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.3
vit-base-p16_mae-800e-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.3
vit-base-p16_mae-1600e-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.5
vit-base-p16_mae-300e-pre_8xb2048-linear-coslr-90e_in1k
86.57
17.58
60.8
vit-base-p16_mae-400e-pre_8xb2048-linear-coslr-90e_in1k
86.57
17.58
62.5
vit-base-p16_mae-800e-pre_8xb2048-linear-coslr-90e_in1k
86.57
17.58
65.1
vit-base-p16_mae-1600e-pre_8xb2048-linear-coslr-90e_in1k
86.57
17.58
67.1
vit-large-p16_mae-400e-pre_8xb128-coslr-50e_in1k
304.32
61.60
85.2
vit-large-p16_mae-800e-pre_8xb128-coslr-50e_in1k
304.32
61.60
85.4
vit-large-p16_mae-1600e-pre_8xb128-coslr-50e_in1k
304.32
61.60
85.7
vit-large-p16_mae-400e-pre_8xb2048-linear-coslr-90e_in1k
304.33
61.60
70.7
vit-large-p16_mae-800e-pre_8xb2048-linear-coslr-90e_in1k
304.33
61.60
73.7
vit-large-p16_mae-1600e-pre_8xb2048-linear-coslr-90e_in1k
304.33
61.60
75.5
vit-huge-p14_mae-1600e-pre_8xb128-coslr-50e_in1k
632.04
167.40
86.9
vit-huge-p14_mae-1600e-pre_32xb8-coslr-50e_in1k-448px
633.03
732.13
87.3
swin-base-w6_simmim-100e-pre_8xb256-coslr-100e_in1k-192px
87.75
11.30
82.7
swin-base-w7_simmim-100e-pre_8xb256-coslr-100e_in1k
87.77
15.47
83.5
swin-base-w6_simmim-800e-pre_8xb256-coslr-100e_in1k-192px
87.77
15.47
83.8
swin-large-w14_simmim-800e-pre_8xb256-coslr-100e_in1k
196.85
38.85
84.8
resnet50_barlowtwins-pre_8xb32-linear-coslr-100e_in1k
25.56
4.11
71.8
beit-base-p16_cae-pre_8xb128-coslr-100e_in1k
86.68
17.58
83.2
vit-base-p16_maskfeat-pre_8xb256-coslr-100e_in1k
86.57
17.58
83.4
vit-base-p16_milan-pre_8xb128-coslr-100e_in1k
86.57
17.58
85.3
vit-base-p16_milan-pre_8xb2048-linear-coslr-100e_in1k
86.57
17.58
78.9
riformer-s12_in1k
11.91
1.82
76.9
93.06
riformer-s24_in1k
21.39
3.41
80.28
94.8
riformer-s36_in1k
30.86
5.00
81.29
95.41
riformer-m36_in1k
56.17
8.80
82.57
95.99
riformer-m48_in1k
73.47
11.59
82.75
96.11
riformer-s12_in1k-384
11.91
5.36
78.29
93.93
riformer-s24_in1k-384
21.39
10.03
81.36
95.4
riformer-s36_in1k-384
30.86
14.70
82.22
95.95
riformer-m36_in1k-384
56.17
25.86
83.39
96.4
riformer-m48_in1k-384
73.47
34.06
83.7
96.6
vit-tiny-p14_eva02-in21k-pre_3rdparty_in1k-336px
5.76
4.68
80.69
95.54
vit-small-p14_eva02-in21k-pre_3rdparty_in1k-336px
22.13
15.48
85.78
97.6
vit-base-p14_eva02-in21k-pre_3rdparty_in1k-448px
87.13
107.11
88.29
98.53
vit-base-p14_eva02-in21k-pre_in21k-medft_3rdparty_in1k-448px
87.13
107.11
88.47
98.62
vit-large-p14_eva02-in21k-pre_in21k-medft_3rdparty_in1k-448px
305.10
362.33
89.65
98.95
vit-large-p14_eva02_m38m-pre_in21k-medft_3rdparty_in1k-448px
305.10
362.33
89.83
99.0
hivit-tiny-p16_16xb64_in1k
19.18
4.60
82.1
hivit-small-p16_16xb64_in1k
37.53
9.07
None
hivit-base-p16_16xb64_in1k
79.05
18.47
None
resnet50_spark-pre_300e_in1k
23.52
1.31
80.1
94.9
convnextv2-tiny_spark-pre_300e_in1k
28.64
4.47
82.8
96.3
vit-base-p16_mff-300e-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.0
vit-base-p16_mff-800e-pre_8xb128-coslr-100e_in1k
86.57
17.58
83.7
vit-base-p16_mff-300e-pre_8xb2048-linear-coslr-90e_in1k
86.57
17.58
64.2
vit-base-p16_mff-800e-pre_8xb2048-linear-coslr-90e_in1k
86.57
17.58
68.3