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Model Zoo Summary

In this page, we list all algorithms we support. You can click the link to jump to the corresponding model pages.

And we also list all checkpoints for different tasks we provide. You can sort or search checkpoints in the table and click the corresponding link to model pages for more details.

All supported algorithms

Pretrained Models

Model

Params (M)

Flops (G)

Readme

convnext-base_3rdparty_in21k

88.59

15.36

link

convnext-large_3rdparty_in21k

197.77

34.37

link

convnext-xlarge_3rdparty_in21k

350.20

60.93

link

swinv2-base-w12_3rdparty_in21k-192px

87.92

8.51

link

swinv2-large-w12_3rdparty_in21k-192px

196.74

19.04

link

beit_beit-base-p16_8xb256-amp-coslr-300e_in1k

86.53

17.58

link

beitv2_beit-base-p16_8xb256-amp-coslr-300e_in1k

192.81

17.58

link

eva-mae-style_vit-base-p16_16xb256-coslr-400e_in1k

111.78

17.58

link

beit-l-p14_3rdparty-eva_in21k

303.18

81.08

link

beit-l-p14_eva-pre_3rdparty_in21k

303.18

81.08

link

beit-g-p16_3rdparty-eva_30m

1011.32

203.52

link

beit-g-p14_3rdparty-eva_30m

1011.60

267.17

link

beit-g-p14_eva-30m-pre_3rdparty_in21k

1011.60

267.17

link

vit-large-p14_clip-openai-pre_3rdparty

303.30

59.70

link

mixmim_mixmim-base_16xb128-coslr-300e_in1k

114.67

16.35

link

efficientnetv2-s_3rdparty_in21k

48.16

3.31

link

efficientnetv2-m_3rdparty_in21k

80.84

5.86

link

efficientnetv2-l_3rdparty_in21k

145.22

13.11

link

efficientnetv2-xl_3rdparty_in21k

234.82

18.86

link

convnext-v2-atto_3rdparty-fcmae_in1k

3.71

0.55

link

convnext-v2-femto_3rdparty-fcmae_in1k

5.23

0.78

link

convnext-v2-pico_3rdparty-fcmae_in1k

9.07

1.37

link

convnext-v2-nano_3rdparty-fcmae_in1k

15.62

2.45

link

convnext-v2-tiny_3rdparty-fcmae_in1k

28.64

4.47

link

convnext-v2-base_3rdparty-fcmae_in1k

88.72

15.38

link

convnext-v2-large_3rdparty-fcmae_in1k

197.96

34.40

link

convnext-v2-huge_3rdparty-fcmae_in1k

660.29

115.00

link

byol_resnet50_16xb256-coslr-200e_in1k

68.02

4.11

link

densecl_resnet50_8xb32-coslr-200e_in1k

64.85

4.11

link

mocov2_resnet50_8xb32-coslr-200e_in1k

55.93

4.11

link

mocov3_resnet50_8xb512-amp-coslr-100e_in1k

68.01

4.11

link

mocov3_resnet50_8xb512-amp-coslr-300e_in1k

68.01

4.11

link

mocov3_resnet50_8xb512-amp-coslr-800e_in1k

68.01

4.11

link

mocov3_vit-small-p16_16xb256-amp-coslr-300e_in1k

84.27

4.61

link

mocov3_vit-base-p16_16xb256-amp-coslr-300e_in1k

215.68

17.58

link

mocov3_vit-large-p16_64xb64-amp-coslr-300e_in1k

652.78

61.60

link

simclr_resnet50_16xb256-coslr-200e_in1k

27.97

4.11

link

simclr_resnet50_16xb256-coslr-800e_in1k

27.97

4.11

link

simsiam_resnet50_8xb32-coslr-100e_in1k

38.20

4.11

link

simsiam_resnet50_8xb32-coslr-200e_in1k

38.20

4.11

link

swav_resnet50_8xb32-mcrop-coslr-200e_in1k-224px-96px

28.35

4.11

link

mae_vit-base-p16_8xb512-amp-coslr-300e_in1k

111.91

17.58

link

mae_vit-base-p16_8xb512-amp-coslr-400e_in1k

111.91

17.58

link

mae_vit-base-p16_8xb512-amp-coslr-800e_in1k

111.91

17.58

link

mae_vit-base-p16_8xb512-amp-coslr-1600e_in1k

111.91

17.58

link

mae_vit-large-p16_8xb512-amp-coslr-400e_in1k

329.54

61.60

link

mae_vit-large-p16_8xb512-amp-coslr-800e_in1k

329.54

61.60

link

mae_vit-large-p16_8xb512-amp-coslr-1600e_in1k

329.54

61.60

link

mae_vit-huge-p16_8xb512-amp-coslr-1600e_in1k

657.07

167.40

link

simmim_swin-base-w6_8xb256-amp-coslr-100e_in1k-192px

89.87

18.83

link

simmim_swin-base-w6_16xb128-amp-coslr-800e_in1k-192px

89.87

18.83

link

simmim_swin-large-w12_16xb128-amp-coslr-800e_in1k-192px

199.92

55.85

link

barlowtwins_resnet50_8xb256-coslr-300e_in1k

174.54

4.11

link

cae_beit-base-p16_8xb256-amp-coslr-300e_in1k

288.43

17.58

link

maskfeat_vit-base-p16_8xb256-amp-coslr-300e_in1k

85.88

17.58

link

milan_vit-base-p16_16xb256-amp-coslr-400e_in1k

111.91

17.58

link

vit-base-p16_sam-pre_3rdparty_sa1b-1024px

89.67

486.00

link

vit-large-p16_sam-pre_3rdparty_sa1b-1024px

308.00

1494.00

link

vit-huge-p16_sam-pre_3rdparty_sa1b-1024px

637.00

2982.00

link

swin-t_glip-pre_3rdparty

29.06

4.51

link

swin-l_glip-pre_3rdparty_384px

196.74

104.08

link

vit-tiny-p14_eva02-pre_in21k

5.50

1.70

link

vit-small-p14_eva02-pre_in21k

21.62

6.14

link

vit-base-p14_eva02-pre_in21k

85.77

23.22

link

vit-large-p14_eva02-pre_in21k

303.29

81.15

link

vit-large-p14_eva02-pre_m38m

303.29

81.15

link

vit-small-p14_dinov2-pre_3rdparty

22.06

46.76

link

vit-base-p14_dinov2-pre_3rdparty

86.58

152.00

link

vit-large-p14_dinov2-pre_3rdparty

304.00

507.00

link

vit-giant-p14_dinov2-pre_3rdparty

1136.00

1784.00

link

itpn-clip-b_hivit-base-p16_8xb256-amp-coslr-800e_in1k

233.00

18.47

link

itpn-pixel_hivit-base-p16_8xb512-amp-coslr-800e_in1k

103.00

18.47

link

itpn-pixel_hivit-large-p16_8xb512-amp-coslr-800e_in1k

314.00

63.98

link

spark_sparse-resnet50_800e_in1k

37.97

4.10

link

spark_sparse-convnextv2-tiny_800e_in1k

39.73

4.47

link

mff_vit-base-p16_8xb512-amp-coslr-300e_in1k

85.88

17.58

link

mff_vit-base-p16_8xb512-amp-coslr-800e_in1k

85.88

17.58

link

Image Classification

ImageNet-1k

Model

Params (M)

Flops (G)

Top-1 (%)

Top-5 (%)

Readme

mobilenet-v2_8xb32_in1k

3.50

0.32

71.86

90.42

link

mobilenet-v3-small-050_3rdparty_in1k

1.59

0.02

57.91

80.19

link

mobilenet-v3-small-075_3rdparty_in1k

2.04

0.04

65.23

85.44

link

mobilenet-v3-small_8xb128_in1k

2.54

0.06

66.68

86.74

link

mobilenet-v3-small_3rdparty_in1k

2.54

0.06

67.66

87.41

link

mobilenet-v3-large_8xb128_in1k

5.48

0.23

73.49

91.31

link

mobilenet-v3-large_3rdparty_in1k

5.48

0.23

74.04

91.34

link

resnet18_8xb32_in1k

11.69

1.82

69.9

89.43

link

resnet34_8xb32_in1k

2.18

3.68

73.62

91.59

link

resnet50_8xb32_in1k

25.56

4.12

76.55

93.06

link

resnet101_8xb32_in1k

44.55

7.85

77.97

94.06

link

resnet152_8xb32_in1k

60.19

11.58

78.48

94.13

link

resnetv1d50_8xb32_in1k

25.58

4.36

77.54

93.57

link

resnetv1d101_8xb32_in1k

44.57

8.09

78.93

94.48

link

resnetv1d152_8xb32_in1k

60.21

11.82

79.41

94.7

link

resnet50_8xb32-fp16_in1k

25.56

4.12

76.3

93.07

link

resnet50_8xb256-rsb-a1-600e_in1k

25.56

4.12

80.12

94.78

link

resnet50_8xb256-rsb-a2-300e_in1k

25.56

4.12

79.55

94.37

link

resnet50_8xb256-rsb-a3-100e_in1k

25.56

4.12

78.3

93.8

link

resnetv1c50_8xb32_in1k

25.58

4.36

77.01

93.58

link

resnetv1c101_8xb32_in1k

44.57

8.09

78.3

94.27

link

resnetv1c152_8xb32_in1k

60.21

11.82

78.76

94.41

link

res2net50-w14-s8_3rdparty_8xb32_in1k

25.06

4.22

78.14

93.85

link

res2net50-w26-s8_3rdparty_8xb32_in1k

48.40

8.39

79.2

94.36

link

res2net101-w26-s4_3rdparty_8xb32_in1k

45.21

8.12

79.19

94.44

link

resnext50-32x4d_8xb32_in1k

25.03

4.27

77.9

93.66

link

resnext101-32x4d_8xb32_in1k

44.18

8.03

78.61

94.17

link

resnext101-32x8d_8xb32_in1k

88.79

16.50

79.27

94.58

link

resnext152-32x4d_8xb32_in1k

59.95

11.80

78.88

94.33

link

seresnet50_8xb32_in1k

28.09

4.13

77.74

93.84

link

seresnet101_8xb32_in1k

49.33

7.86

78.26

94.07

link

shufflenet-v1-1x_16xb64_in1k

1.87

0.15

68.13

87.81

link

shufflenet-v2-1x_16xb64_in1k

2.28

0.15

69.55

88.92

link

swin-tiny_16xb64_in1k

28.29

4.36

81.18

95.61

link

swin-small_16xb64_in1k

49.61

8.52

83.02

96.29

link

swin-base_16xb64_in1k

87.77

15.14

83.36

96.44

link

swin-tiny_3rdparty_in1k

28.29

4.36

81.18

95.52

link

swin-small_3rdparty_in1k

49.61

8.52

83.21

96.25

link

swin-base_3rdparty_in1k

87.77

15.14

83.42

96.44

link

swin-base_3rdparty_in1k-384

87.90

44.49

84.49

96.95

link

swin-base_in21k-pre-3rdparty_in1k

87.77

15.14

85.16

97.5

link

swin-base_in21k-pre-3rdparty_in1k-384

87.90

44.49

86.44

98.05

link

swin-large_in21k-pre-3rdparty_in1k

196.53

34.04

86.24

97.88

link

swin-large_in21k-pre-3rdparty_in1k-384

196.74

100.04

87.25

98.25

link

vgg11_8xb32_in1k

132.86

7.63

68.75

88.87

link

vgg13_8xb32_in1k

133.05

11.34

70.02

89.46

link

vgg16_8xb32_in1k

138.36

15.50

71.62

90.49

link

vgg19_8xb32_in1k

143.67

19.67

72.41

90.8

link

vgg11bn_8xb32_in1k

132.87

7.64

70.67

90.16

link

vgg13bn_8xb32_in1k

133.05

11.36

72.12

90.66

link

vgg16bn_8xb32_in1k

138.37

15.53

73.74

91.66

link

vgg19bn_8xb32_in1k

143.68

19.70

74.68

92.27

link

repvgg-A0_8xb32_in1k

8.31

1.36

72.37

90.56

link

repvgg-A1_8xb32_in1k

12.79

2.36

74.23

91.8

link

repvgg-A2_8xb32_in1k

25.50

5.12

76.49

93.09

link

repvgg-B0_8xb32_in1k

3.42

15.82

75.27

92.21

link

repvgg-B1_8xb32_in1k

51.83

11.81

78.19

94.04

link

repvgg-B1g2_8xb32_in1k

41.36

8.81

77.87

93.99

link

repvgg-B1g4_8xb32_in1k

36.13

7.30

77.81

93.77

link

repvgg-B2_8xb32_in1k

80.32

18.37

78.58

94.23

link

repvgg-B2g4_8xb32_in1k

55.78

11.33

79.44

94.72

link

repvgg-B3_8xb32_in1k

110.96

26.21

80.58

95.33

link

repvgg-B3g4_8xb32_in1k

75.63

16.06

80.26

95.15

link

repvgg-D2se_3rdparty_in1k

120.39

32.84

81.81

95.94

link

tnt-small-p16_3rdparty_in1k

23.76

3.36

81.52

95.73

link

vit-base-p32_in21k-pre_3rdparty_in1k-384px

88.30

13.06

84.01

97.08

link

vit-base-p16_32xb128-mae_in1k

86.57

17.58

82.37

96.15

link

vit-base-p16_in21k-pre_3rdparty_in1k-384px

86.86

55.54

85.43

97.77

link

vit-large-p16_in21k-pre_3rdparty_in1k-384px

304.72

191.21

85.63

97.63

link

t2t-vit-t-14_8xb64_in1k

21.47

4.34

81.83

95.84

link

t2t-vit-t-19_8xb64_in1k

39.08

7.80

82.63

96.18

link

t2t-vit-t-24_8xb64_in1k

64.00

12.69

82.71

96.09

link

tinyvit-5m_3rdparty_in1k

5.39

1.29

79.02

94.74

link

tinyvit-5m_in21k-distill-pre_3rdparty_in1k

5.39

1.29

80.71

95.57

link

tinyvit-11m_3rdparty_in1k

11.00

2.05

81.44

95.79

link

tinyvit-11m_in21k-distill-pre_3rdparty_in1k

11.00

2.05

83.19

96.53

link

tinyvit-21m_3rdparty_in1k

21.20

4.30

83.08

96.58

link

tinyvit-21m_in21k-distill-pre_3rdparty_in1k

21.20

4.30

84.85

97.27

link

tinyvit-21m_in21k-distill-pre_3rdparty_in1k-384px

21.23

13.85

86.21

97.77

link

tinyvit-21m_in21k-distill-pre_3rdparty_in1k-512px

21.27

27.15

86.44

97.89

link

mlp-mixer-base-p16_3rdparty_64xb64_in1k

59.88

12.61

76.68

92.25

link

mlp-mixer-large-p16_3rdparty_64xb64_in1k

208.20

44.57

72.34

88.02

link

conformer-tiny-p16_3rdparty_in1k

23.52

4.90

81.31

95.6

link

conformer-small-p16_3rdparty_in1k

37.67

10.31

83.32

96.46

link

conformer-small-p32_8xb128_in1k

38.85

7.09

81.96

96.02

link

conformer-base-p16_3rdparty_in1k

83.29

22.89

83.82

96.59

link

regnetx-400mf_8xb128_in1k

5.16

0.41

72.56

90.78

link

regnetx-800mf_8xb128_in1k

7.26

0.81

74.76

92.32

link

regnetx-1.6gf_8xb128_in1k

9.19

1.63

76.84

93.31

link

regnetx-3.2gf_8xb64_in1k

3.21

1.53

78.09

94.08

link

regnetx-4.0gf_8xb64_in1k

22.12

4.00

78.6

94.17

link

regnetx-6.4gf_8xb64_in1k

26.21

6.51

79.38

94.65

link

regnetx-8.0gf_8xb64_in1k

39.57

8.03

79.12

94.51

link

regnetx-12gf_8xb64_in1k

46.11

12.15

79.67

95.03

link

deit-tiny_4xb256_in1k

5.72

1.26

74.5

92.24

link

deit-tiny-distilled_3rdparty_in1k

5.91

1.27

74.51

91.9

link

deit-small_4xb256_in1k

22.05

4.61

80.69

95.06

link

deit-small-distilled_3rdparty_in1k

22.44

4.63

81.17

95.4

link

deit-base_16xb64_in1k

86.57

17.58

81.76

95.81

link

deit-base_3rdparty_in1k

86.57

17.58

81.79

95.59

link

deit-base-distilled_3rdparty_in1k

87.34

17.67

83.33

96.49

link

deit-base_224px-pre_3rdparty_in1k-384px

86.86

55.54

83.04

96.31

link

deit-base-distilled_224px-pre_3rdparty_in1k-384px

87.63

55.65

85.55

97.35

link

twins-pcpvt-small_3rdparty_8xb128_in1k

24.11

3.67

81.14

95.69

link

twins-pcpvt-base_3rdparty_8xb128_in1k

43.83

6.45

82.66

96.26

link

twins-pcpvt-large_3rdparty_16xb64_in1k

60.99

9.51

83.09

96.59

link

twins-svt-small_3rdparty_8xb128_in1k

24.06

2.82

81.77

95.57

link

twins-svt-base_8xb128_3rdparty_in1k

56.07

8.35

83.13

96.29

link

twins-svt-large_3rdparty_16xb64_in1k

99.27

14.82

83.6

96.5

link

efficientnet-b0_3rdparty_8xb32_in1k

5.29

0.42

76.74

93.17

link

efficientnet-b0_3rdparty_8xb32-aa_in1k

5.29

0.42

77.26

93.41

link

efficientnet-b0_3rdparty_8xb32-aa-advprop_in1k

5.29

0.42

77.53

93.61

link

efficientnet-b0_3rdparty-ra-noisystudent_in1k

5.29

0.42

77.63

94.0

link

efficientnet-b1_3rdparty_8xb32_in1k

7.79

0.74

78.68

94.28

link

efficientnet-b1_3rdparty_8xb32-aa_in1k

7.79

0.74

79.2

94.42

link

efficientnet-b1_3rdparty_8xb32-aa-advprop_in1k

7.79

0.74

79.52

94.43

link

efficientnet-b1_3rdparty-ra-noisystudent_in1k

7.79

0.74

81.44

95.83

link

efficientnet-b2_3rdparty_8xb32_in1k

9.11

1.07

79.64

94.8

link

efficientnet-b2_3rdparty_8xb32-aa_in1k

9.11

1.07

80.21

94.96

link

efficientnet-b2_3rdparty_8xb32-aa-advprop_in1k

9.11

1.07

80.45

95.07

link

efficientnet-b2_3rdparty-ra-noisystudent_in1k

9.11

1.07

82.47

96.23

link

efficientnet-b3_3rdparty_8xb32_in1k

12.23

1.95

81.01

95.34

link

efficientnet-b3_3rdparty_8xb32-aa_in1k

12.23

1.95

81.58

95.67

link

efficientnet-b3_3rdparty_8xb32-aa-advprop_in1k

12.23

1.95

81.81

95.69

link

efficientnet-b3_3rdparty-ra-noisystudent_in1k

12.23

1.95

84.02

96.89

link

efficientnet-b4_3rdparty_8xb32_in1k

19.34

4.66

82.57

96.09

link

efficientnet-b4_3rdparty_8xb32-aa_in1k

19.34

4.66

82.95

96.26

link

efficientnet-b4_3rdparty_8xb32-aa-advprop_in1k

19.34

4.66

83.25

96.44

link

efficientnet-b4_3rdparty-ra-noisystudent_in1k

19.34

4.66

85.25

97.52

link

efficientnet-b5_3rdparty_8xb32_in1k

30.39

10.80

83.18

96.47

link

efficientnet-b5_3rdparty_8xb32-aa_in1k

30.39

10.80

83.82

96.76

link

efficientnet-b5_3rdparty_8xb32-aa-advprop_in1k

30.39

10.80

84.21

96.98

link

efficientnet-b5_3rdparty-ra-noisystudent_in1k

30.39

10.80

86.08

97.75

link

efficientnet-b6_3rdparty_8xb32-aa_in1k

43.04

19.97

84.05

96.82

link

efficientnet-b6_3rdparty_8xb32-aa-advprop_in1k

43.04

19.97

84.74

97.14

link

efficientnet-b6_3rdparty-ra-noisystudent_in1k

43.04

19.97

86.47

97.87

link

efficientnet-b7_3rdparty_8xb32-aa_in1k

66.35

39.32

84.38

96.88

link

efficientnet-b7_3rdparty_8xb32-aa-advprop_in1k

66.35

39.32

85.14

97.23

link

efficientnet-b7_3rdparty-ra-noisystudent_in1k

66.35

39.32

86.83

98.08

link

efficientnet-b8_3rdparty_8xb32-aa-advprop_in1k

87.41

65.00

85.38

97.28

link

efficientnet-l2_3rdparty-ra-noisystudent_in1k-800px

480.31

174.20

88.33

98.65

link

efficientnet-l2_3rdparty-ra-noisystudent_in1k-475px

480.31

484.98

88.18

98.55

link

convnext-tiny_32xb128_in1k

28.59

4.46

82.14

96.06

link

convnext-tiny_32xb128-noema_in1k

28.59

4.46

81.95

95.89

link

convnext-tiny_in21k-pre_3rdparty_in1k

28.59

4.46

82.9

96.62

link

convnext-tiny_in21k-pre_3rdparty_in1k-384px

28.59

13.14

84.11

97.14

link

convnext-small_32xb128_in1k

50.22

8.69

83.16

96.56

link

convnext-small_32xb128-noema_in1k

50.22

8.69

83.21

96.48

link

convnext-small_in21k-pre_3rdparty_in1k

50.22

8.69

84.59

97.41

link

convnext-small_in21k-pre_3rdparty_in1k-384px

50.22

25.58

85.75

97.88

link

convnext-base_32xb128_in1k

88.59

15.36

83.66

96.74

link

convnext-base_32xb128-noema_in1k

88.59

15.36

83.64

96.61

link

convnext-base_3rdparty_in1k

88.59

15.36

83.85

96.74

link

convnext-base_3rdparty-noema_in1k

88.59

15.36

83.71

96.6

link

convnext-base_3rdparty_in1k-384px

88.59

45.21

85.1

97.34

link

convnext-base_in21k-pre_3rdparty_in1k

88.59

15.36

85.81

97.86

link

convnext-base_in21k-pre-3rdparty_in1k-384px

88.59

45.21

86.82

98.25

link

convnext-large_3rdparty_in1k

197.77

34.37

84.3

96.89

link

convnext-large_3rdparty_in1k-384px

197.77

101.10

85.5

97.59

link

convnext-large_in21k-pre_3rdparty_in1k

197.77

34.37

86.61

98.04

link

convnext-large_in21k-pre-3rdparty_in1k-384px

197.77

101.10

87.46

98.37

link

convnext-xlarge_in21k-pre_3rdparty_in1k

350.20

60.93

86.97

98.2

link

convnext-xlarge_in21k-pre-3rdparty_in1k-384px

350.20

179.20

87.76

98.55

link

hrnet-w18_3rdparty_8xb32_in1k

21.30

4.33

76.75

93.44

link

hrnet-w30_3rdparty_8xb32_in1k

37.71

8.17

78.19

94.22

link

hrnet-w32_3rdparty_8xb32_in1k

41.23

8.99

78.44

94.19

link

hrnet-w40_3rdparty_8xb32_in1k

57.55

12.77

78.94

94.47

link

hrnet-w44_3rdparty_8xb32_in1k

67.06

14.96

78.88

94.37

link

hrnet-w48_3rdparty_8xb32_in1k

77.47

17.36

79.32

94.52

link

hrnet-w64_3rdparty_8xb32_in1k

128.06

29.00

79.46

94.65

link

hrnet-w18_3rdparty_8xb32-ssld_in1k

21.30

4.33

81.06

95.7

link

hrnet-w48_3rdparty_8xb32-ssld_in1k

77.47

17.36

83.63

96.79

link

repmlp-base_3rdparty_8xb64_in1k

68.24

6.71

80.41

95.14

link

repmlp-base_3rdparty_8xb64_in1k-256px

96.45

9.69

81.11

95.5

link

wide-resnet50_3rdparty_8xb32_in1k

68.88

11.44

78.48

94.08

link

wide-resnet101_3rdparty_8xb32_in1k

126.89

22.81

78.84

94.28

link

wide-resnet50_3rdparty-timm_8xb32_in1k

68.88

11.44

81.45

95.53

link

van-tiny_3rdparty_in1k

4.11

0.88

75.41

93.02

link

van-small_3rdparty_in1k

13.86

2.52

81.01

95.63

link

van-base_3rdparty_in1k

26.58

5.03

82.8

96.21

link

van-large_3rdparty_in1k

44.77

8.99

83.86

96.73

link

cspdarknet50_3rdparty_8xb32_in1k

27.64

5.04

80.05

95.07

link

cspresnet50_3rdparty_8xb32_in1k

21.62

3.48

79.55

94.68

link

cspresnext50_3rdparty_8xb32_in1k

20.57

3.11

79.96

94.96

link

convmixer-768-32_3rdparty_in1k

21.11

19.62

80.16

95.08

link

convmixer-1024-20_3rdparty_in1k

24.38

5.55

76.94

93.36

link

convmixer-1536-20_3rdparty_in1k

51.63

48.71

81.37

95.61

link

densenet121_3rdparty_in1k

7.98

2.88

74.96

92.21

link

densenet169_3rdparty_in1k

14.15

3.42

76.08

93.11

link

densenet201_3rdparty_in1k

20.01

4.37

77.32

93.64

link

densenet161_3rdparty_in1k

28.68

7.82

77.61

93.83

link

poolformer-s12_3rdparty_32xb128_in1k

11.92

1.87

77.24

93.51

link

poolformer-s24_3rdparty_32xb128_in1k

21.39

3.51

80.33

95.05

link

poolformer-s36_3rdparty_32xb128_in1k

30.86

5.15

81.43

95.45

link

poolformer-m36_3rdparty_32xb128_in1k

56.17

8.96

82.14

95.71

link

poolformer-m48_3rdparty_32xb128_in1k

73.47

11.80

82.51

95.95

link

inception-v3_3rdparty_8xb32_in1k

23.83

5.75

77.57

93.58

link

mvitv2-tiny_3rdparty_in1k

24.17

4.70

82.33

96.15

link

mvitv2-small_3rdparty_in1k

34.87

7.00

83.63

96.51

link

mvitv2-base_3rdparty_in1k

51.47

10.16

84.34

96.86

link

mvitv2-large_3rdparty_in1k

217.99

43.87

85.25

97.14

link

edgenext-xxsmall_3rdparty_in1k

1.33

0.26

71.2

89.91

link

edgenext-xsmall_3rdparty_in1k

2.34

0.53

74.86

92.31

link

edgenext-small_3rdparty_in1k

5.59

1.25

79.41

94.53

link

edgenext-small-usi_3rdparty_in1k

5.59

1.25

81.06

95.34

link

edgenext-base_3rdparty_in1k

18.51

3.81

82.48

96.2

link

edgenext-base_3rdparty-usi_in1k

18.51

3.81

83.67

96.7

link

mobileone-s0_8xb32_in1k

2.08

0.27

71.34

89.87

link

mobileone-s1_8xb32_in1k

4.76

0.82

75.72

92.54

link

mobileone-s2_8xb32_in1k

7.81

1.30

77.37

93.34

link

mobileone-s3_8xb32_in1k

10.08

1.89

78.06

93.83

link

mobileone-s4_8xb32_in1k

14.84

2.98

79.69

94.46

link

efficientformer-l1_3rdparty_8xb128_in1k

12.28

1.30

80.46

94.99

link

efficientformer-l3_3rdparty_8xb128_in1k

31.41

3.74

82.45

96.18

link

efficientformer-l7_3rdparty_8xb128_in1k

82.23

10.16

83.4

96.6

link

swinv2-tiny-w8_3rdparty_in1k-256px

28.35

4.35

81.76

95.87

link

swinv2-tiny-w16_3rdparty_in1k-256px

28.35

4.40

82.81

96.23

link

swinv2-small-w8_3rdparty_in1k-256px

49.73

8.45

83.74

96.6

link

swinv2-small-w16_3rdparty_in1k-256px

49.73

8.57

84.13

96.83

link

swinv2-base-w8_3rdparty_in1k-256px

87.92

14.99

84.2

96.86

link

swinv2-base-w16_3rdparty_in1k-256px

87.92

15.14

84.6

97.05

link

swinv2-base-w16_in21k-pre_3rdparty_in1k-256px

87.92

15.14

86.17

97.88

link

swinv2-base-w24_in21k-pre_3rdparty_in1k-384px

87.92

34.07

87.14

98.23

link

swinv2-large-w16_in21k-pre_3rdparty_in1k-256px

196.75

33.86

86.93

98.06

link

swinv2-large-w24_in21k-pre_3rdparty_in1k-384px

196.75

76.20

87.59

98.27

link

deit3-small-p16_3rdparty_in1k

22.06

4.61

81.35

95.31

link

deit3-small-p16_3rdparty_in1k-384px

22.21

15.52

83.43

96.68

link

deit3-small-p16_in21k-pre_3rdparty_in1k

22.06

4.61

83.06

96.77

link

deit3-small-p16_in21k-pre_3rdparty_in1k-384px

22.21

15.52

84.84

97.48

link

deit3-medium-p16_3rdparty_in1k

38.85

8.00

82.99

96.22

link

deit3-medium-p16_in21k-pre_3rdparty_in1k

38.85

8.00

84.56

97.19

link

deit3-base-p16_3rdparty_in1k

86.59

17.58

83.8

96.55

link

deit3-base-p16_3rdparty_in1k-384px

86.88

55.54

85.08

97.25

link

deit3-base-p16_in21k-pre_3rdparty_in1k

86.59

17.58

85.7

97.75

link

deit3-base-p16_in21k-pre_3rdparty_in1k-384px

86.88

55.54

86.73

98.11

link

deit3-large-p16_3rdparty_in1k

304.37

61.60

84.87

97.01

link

deit3-large-p16_3rdparty_in1k-384px

304.76

191.21

85.82

97.6

link

deit3-large-p16_in21k-pre_3rdparty_in1k

304.37

61.60

86.97

98.24

link

deit3-large-p16_in21k-pre_3rdparty_in1k-384px

304.76

191.21

87.73

98.51

link

deit3-huge-p14_3rdparty_in1k

632.13

167.40

85.21

97.36

link

deit3-huge-p14_in21k-pre_3rdparty_in1k

632.13

167.40

87.19

98.26

link

hornet-tiny_3rdparty_in1k

22.41

3.98

82.84

96.24

link

hornet-tiny-gf_3rdparty_in1k

22.99

3.90

82.98

96.38

link

hornet-small_3rdparty_in1k

49.53

8.83

83.79

96.75

link

hornet-small-gf_3rdparty_in1k

50.40

8.71

83.98

96.77

link

hornet-base_3rdparty_in1k

87.26

15.58

84.24

96.94

link

hornet-base-gf_3rdparty_in1k

88.42

15.42

84.32

96.95

link

mobilevit-small_3rdparty_in1k

5.58

2.03

78.25

94.09

link

mobilevit-xsmall_3rdparty_in1k

2.32

1.05

74.75

92.32

link

mobilevit-xxsmall_3rdparty_in1k

1.27

0.42

69.02

88.91

link

davit-tiny_3rdparty_in1k

28.36

4.54

82.24

96.13

link

davit-small_3rdparty_in1k

49.75

8.80

83.61

96.75

link

davit-base_3rdparty_in1k

87.95

15.51

84.09

96.82

link

replknet-31B_3rdparty_in1k

79.86

15.64

83.48

96.57

link

replknet-31B_3rdparty_in1k-384px

79.86

45.95

84.84

97.34

link

replknet-31B_in21k-pre_3rdparty_in1k

79.86

15.64

85.2

97.56

link

replknet-31B_in21k-pre_3rdparty_in1k-384px

79.86

45.95

85.99

97.75

link

replknet-31L_in21k-pre_3rdparty_in1k-384px

172.67

97.24

86.63

98.0

link

replknet-XL_meg73m-pre_3rdparty_in1k-320px

335.44

129.57

87.57

98.39

link

beit-base-p16_beit-pre_8xb128-coslr-100e_in1k

86.53

17.58

83.1

link

beit-base-p16_beit-in21k-pre_3rdparty_in1k

86.53

17.58

85.28

97.59

link

beit-base-p16_beitv2-pre_8xb128-coslr-100e_in1k

86.53

17.58

85.0

link

beit-base-p16_beitv2-in21k-pre_3rdparty_in1k

86.53

17.58

86.47

97.99

link

vit-base-p16_eva-mae-style-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.7

link

vit-base-p16_eva-mae-style-pre_8xb2048-linear-coslr-100e_in1k

86.57

17.58

69.0

link

beit-l-p14_eva-pre_3rdparty_in1k-196px

304.14

61.57

87.94

98.5

link

beit-l-p14_eva-in21k-pre_3rdparty_in1k-196px

304.14

61.57

88.58

98.65

link

beit-l-p14_eva-pre_3rdparty_in1k-336px

304.53

191.10

88.66

98.75

link

beit-l-p14_eva-in21k-pre_3rdparty_in1k-336px

304.53

191.10

89.17

98.86

link

beit-g-p14_eva-30m-in21k-pre_3rdparty_in1k-336px

1013.01

620.64

89.61

98.93

link

beit-g-p14_eva-30m-in21k-pre_3rdparty_in1k-560px

1014.45

1906.76

89.71

98.96

link

revvit-small_3rdparty_in1k

22.44

4.58

79.87

94.9

link

revvit-base_3rdparty_in1k

87.34

17.49

81.81

95.56

link

vit-base-p32_clip-openai-pre_3rdparty_in1k

88.22

4.36

81.77

95.89

link

vit-base-p32_clip-laion2b-pre_3rdparty_in1k

88.22

4.36

82.46

96.12

link

vit-base-p32_clip-laion2b-in12k-pre_3rdparty_in1k

88.22

4.36

83.06

96.49

link

vit-base-p32_clip-openai-in12k-pre_3rdparty_in1k-384px

88.22

12.66

85.13

97.42

link

vit-base-p32_clip-laion2b-in12k-pre_3rdparty_in1k-384px

88.22

12.66

85.39

97.67

link

vit-base-p16_clip-openai-pre_3rdparty_in1k

86.57

16.86

85.3

97.5

link

vit-base-p16_clip-laion2b-pre_3rdparty_in1k

86.57

16.86

85.49

97.59

link

vit-base-p16_clip-openai-in12k-pre_3rdparty_in1k

86.57

16.86

85.99

97.72

link

vit-base-p16_clip-laion2b-in12k-pre_3rdparty_in1k

86.57

16.86

86.02

97.76

link

vit-base-p32_clip-laion2b-in12k-pre_3rdparty_in1k-448px

88.22

17.20

85.76

97.63

link

vit-base-p16_clip-openai-pre_3rdparty_in1k-384px

86.57

49.37

86.25

97.9

link

vit-base-p16_clip-laion2b-pre_3rdparty_in1k-384px

86.57

49.37

86.52

97.97

link

vit-base-p16_clip-openai-in12k-pre_3rdparty_in1k-384px

86.57

49.37

86.87

98.05

link

vit-base-p16_clip-laion2b-in12k-pre_3rdparty_in1k-384px

86.57

49.37

87.17

98.02

link

mixmim-base_mixmim-pre_8xb128-coslr-100e_in1k

88.34

16.35

84.63

link

efficientnetv2-b0_3rdparty_in1k

7.14

0.92

78.52

94.44

link

efficientnetv2-b1_3rdparty_in1k

8.14

1.44

79.8

94.89

link

efficientnetv2-b2_3rdparty_in1k

10.10

1.99

80.63

95.3

link

efficientnetv2-b3_3rdparty_in1k

14.36

3.50

82.03

95.88

link

efficientnetv2-s_3rdparty_in1k

21.46

9.72

83.82

96.67

link

efficientnetv2-m_3rdparty_in1k

54.14

26.88

85.01

97.26

link

efficientnetv2-l_3rdparty_in1k

118.52

60.14

85.43

97.31

link

efficientnetv2-s_in21k-pre_3rdparty_in1k

21.46

9.72

84.29

97.26

link

efficientnetv2-m_in21k-pre_3rdparty_in1k

54.14

26.88

85.47

97.76

link

efficientnetv2-l_in21k-pre_3rdparty_in1k

118.52

60.14

86.31

97.99

link

efficientnetv2-xl_in21k-pre_3rdparty_in1k

208.12

98.34

86.39

97.83

link

convnext-v2-atto_fcmae-pre_3rdparty_in1k

3.71

0.55

76.64

93.04

link

convnext-v2-femto_fcmae-pre_3rdparty_in1k

5.23

0.78

78.48

93.98

link

convnext-v2-pico_fcmae-pre_3rdparty_in1k

9.07

1.37

80.31

95.08

link

convnext-v2-nano_fcmae-pre_3rdparty_in1k

15.62

2.45

81.86

95.75

link

convnext-v2-nano_fcmae-in21k-pre_3rdparty_in1k

15.62

2.45

82.04

96.16

link

convnext-v2-tiny_fcmae-pre_3rdparty_in1k

28.64

4.47

82.94

96.29

link

convnext-v2-tiny_fcmae-in21k-pre_3rdparty_in1k

28.64

4.47

83.89

96.96

link

convnext-v2-nano_fcmae-in21k-pre_3rdparty_in1k-384px

15.62

7.21

83.36

96.75

link

convnext-v2-tiny_fcmae-in21k-pre_3rdparty_in1k-384px

28.64

13.14

85.09

97.63

link

convnext-v2-base_fcmae-pre_3rdparty_in1k

88.72

15.38

84.87

97.08

link

convnext-v2-base_fcmae-in21k-pre_3rdparty_in1k

88.72

15.38

86.74

98.02

link

convnext-v2-large_fcmae-pre_3rdparty_in1k

197.96

34.40

85.76

97.59

link

convnext-v2-large_fcmae-in21k-pre_3rdparty_in1k

197.96

34.40

87.26

98.24

link

convnext-v2-base_fcmae-in21k-pre_3rdparty_in1k-384px

88.72

45.21

87.63

98.42

link

convnext-v2-large_fcmae-in21k-pre_3rdparty_in1k-384px

197.96

101.10

88.18

98.52

link

convnext-v2-huge_fcmae-pre_3rdparty_in1k

660.29

115.00

86.25

97.75

link

convnext-v2-huge_fcmae-in21k-pre_3rdparty_in1k-384px

660.29

337.96

88.68

98.73

link

convnext-v2-huge_fcmae-in21k-pre_3rdparty_in1k-512px

660.29

600.81

88.86

98.74

link

levit-128s_3rdparty_in1k

7.39

0.31

76.51

92.9

link

levit-128_3rdparty_in1k

8.83

0.41

78.58

93.95

link

levit-192_3rdparty_in1k

10.56

0.67

79.86

94.75

link

levit-256_3rdparty_in1k

18.38

1.14

81.59

95.46

link

levit-384_3rdparty_in1k

38.36

2.37

82.59

95.95

link

vig-tiny_3rdparty_in1k

7.18

1.31

74.4

92.34

link

vig-small_3rdparty_in1k

22.75

4.54

80.61

95.28

link

vig-base_3rdparty_in1k

20.68

17.68

82.62

96.04

link

pvig-tiny_3rdparty_in1k

9.46

1.71

78.38

94.38

link

pvig-small_3rdparty_in1k

29.02

4.57

82.0

95.97

link

pvig-medium_3rdparty_in1k

51.68

8.89

83.12

96.35

link

pvig-base_3rdparty_in1k

95.21

16.86

83.59

96.52

link

xcit-nano-12-p16_3rdparty_in1k

3.05

0.56

70.35

89.98

link

xcit-nano-12-p16_3rdparty-dist_in1k

3.05

0.56

72.36

91.02

link

xcit-tiny-12-p16_3rdparty_in1k

6.72

1.24

77.21

93.62

link

xcit-tiny-12-p16_3rdparty-dist_in1k

6.72

1.24

78.7

94.12

link

xcit-nano-12-p16_3rdparty-dist_in1k-384px

3.05

1.64

74.93

92.42

link

xcit-nano-12-p8_3rdparty_in1k

3.05

2.16

73.8

92.08

link

xcit-nano-12-p8_3rdparty-dist_in1k

3.05

2.16

76.17

93.08

link

xcit-tiny-24-p16_3rdparty_in1k

12.12

2.34

79.47

94.85

link

xcit-tiny-24-p16_3rdparty-dist_in1k

12.12

2.34

80.51

95.17

link

xcit-tiny-12-p16_3rdparty-dist_in1k-384px

6.72

3.64

80.58

95.38

link

xcit-tiny-12-p8_3rdparty_in1k

6.71

4.81

79.75

94.88

link

xcit-tiny-12-p8_3rdparty-dist_in1k

6.71

4.81

81.26

95.46

link

xcit-small-12-p16_3rdparty_in1k

26.25

4.81

81.87

95.77

link

xcit-small-12-p16_3rdparty-dist_in1k

26.25

4.81

83.12

96.41

link

xcit-nano-12-p8_3rdparty-dist_in1k-384px

3.05

6.34

77.69

94.09

link

xcit-tiny-24-p16_3rdparty-dist_in1k-384px

12.12

6.87

82.43

96.2

link

xcit-small-24-p16_3rdparty_in1k

47.67

9.10

82.38

95.93

link

xcit-small-24-p16_3rdparty-dist_in1k

47.67

9.10

83.7

96.61

link

xcit-tiny-24-p8_3rdparty_in1k

12.11

9.21

81.7

95.9

link

xcit-tiny-24-p8_3rdparty-dist_in1k

12.11

9.21

82.62

96.16

link

xcit-tiny-12-p8_3rdparty-dist_in1k-384px

6.71

14.13

82.46

96.22

link

xcit-small-12-p16_3rdparty-dist_in1k-384px

26.25

14.14

84.74

97.19

link

xcit-medium-24-p16_3rdparty_in1k

84.40

16.13

82.56

95.82

link

xcit-medium-24-p16_3rdparty-dist_in1k

84.40

16.13

84.15

96.82

link

xcit-small-12-p8_3rdparty_in1k

26.21

18.69

83.21

96.41

link

xcit-small-12-p8_3rdparty-dist_in1k

26.21

18.69

83.97

96.81

link

xcit-small-24-p16_3rdparty-dist_in1k-384px

47.67

26.72

85.1

97.32

link

xcit-tiny-24-p8_3rdparty-dist_in1k-384px

12.11

27.05

83.77

96.72

link

xcit-small-24-p8_3rdparty_in1k

47.63

35.81

83.62

96.51

link

xcit-small-24-p8_3rdparty-dist_in1k

47.63

35.81

84.68

97.07

link

xcit-large-24-p16_3rdparty_in1k

189.10

35.86

82.97

95.86

link

xcit-large-24-p16_3rdparty-dist_in1k

189.10

35.86

84.61

97.07

link

xcit-medium-24-p16_3rdparty-dist_in1k-384px

84.40

47.39

85.47

97.49

link

xcit-small-12-p8_3rdparty-dist_in1k-384px

26.21

54.92

85.12

97.31

link

xcit-medium-24-p8_3rdparty_in1k

84.32

63.52

83.61

96.23

link

xcit-medium-24-p8_3rdparty-dist_in1k

84.32

63.52

85.0

97.16

link

xcit-small-24-p8_3rdparty-dist_in1k-384px

47.63

105.24

85.57

97.6

link

xcit-large-24-p16_3rdparty-dist_in1k-384px

189.10

105.35

85.78

97.6

link

xcit-large-24-p8_3rdparty_in1k

188.93

141.23

84.23

96.58

link

xcit-large-24-p8_3rdparty-dist_in1k

188.93

141.23

85.14

97.32

link

xcit-medium-24-p8_3rdparty-dist_in1k-384px

84.32

186.67

85.87

97.61

link

xcit-large-24-p8_3rdparty-dist_in1k-384px

188.93

415.00

86.13

97.75

link

resnet50_byol-pre_8xb512-linear-coslr-90e_in1k

25.56

4.11

71.8

link

resnet50_densecl-pre_8xb32-linear-steplr-100e_in1k

25.56

4.11

63.5

link

resnet50_mocov2-pre_8xb32-linear-steplr-100e_in1k

25.56

4.11

67.5

link

resnet50_mocov3-100e-pre_8xb128-linear-coslr-90e_in1k

25.56

4.11

69.6

link

resnet50_mocov3-300e-pre_8xb128-linear-coslr-90e_in1k

25.56

4.11

72.8

link

resnet50_mocov3-800e-pre_8xb128-linear-coslr-90e_in1k

25.56

4.11

74.4

link

vit-small-p16_mocov3-pre_8xb128-linear-coslr-90e_in1k

22.05

4.61

73.6

link

vit-base-p16_mocov3-pre_8xb64-coslr-150e_in1k

86.57

17.58

83.0

link

vit-base-p16_mocov3-pre_8xb128-linear-coslr-90e_in1k

86.57

17.58

76.9

link

vit-large-p16_mocov3-pre_8xb64-coslr-100e_in1k

304.33

61.60

83.7

link

resnet50_simclr-200e-pre_8xb512-linear-coslr-90e_in1k

25.56

4.11

66.9

link

resnet50_simclr-800e-pre_8xb512-linear-coslr-90e_in1k

25.56

4.11

69.2

link

resnet50_simsiam-100e-pre_8xb512-linear-coslr-90e_in1k

25.56

4.11

68.3

link

resnet50_simsiam-200e-pre_8xb512-linear-coslr-90e_in1k

25.56

4.11

69.8

link

resnet50_swav-pre_8xb32-linear-coslr-100e_in1k

25.56

4.11

70.5

link

vit-base-p16_mae-300e-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.1

link

vit-base-p16_mae-400e-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.3

link

vit-base-p16_mae-800e-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.3

link

vit-base-p16_mae-1600e-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.5

link

vit-base-p16_mae-300e-pre_8xb2048-linear-coslr-90e_in1k

86.57

17.58

60.8

link

vit-base-p16_mae-400e-pre_8xb2048-linear-coslr-90e_in1k

86.57

17.58

62.5

link

vit-base-p16_mae-800e-pre_8xb2048-linear-coslr-90e_in1k

86.57

17.58

65.1

link

vit-base-p16_mae-1600e-pre_8xb2048-linear-coslr-90e_in1k

86.57

17.58

67.1

link

vit-large-p16_mae-400e-pre_8xb128-coslr-50e_in1k

304.32

61.60

85.2

link

vit-large-p16_mae-800e-pre_8xb128-coslr-50e_in1k

304.32

61.60

85.4

link

vit-large-p16_mae-1600e-pre_8xb128-coslr-50e_in1k

304.32

61.60

85.7

link

vit-large-p16_mae-400e-pre_8xb2048-linear-coslr-90e_in1k

304.33

61.60

70.7

link

vit-large-p16_mae-800e-pre_8xb2048-linear-coslr-90e_in1k

304.33

61.60

73.7

link

vit-large-p16_mae-1600e-pre_8xb2048-linear-coslr-90e_in1k

304.33

61.60

75.5

link

vit-huge-p14_mae-1600e-pre_8xb128-coslr-50e_in1k

632.04

167.40

86.9

link

vit-huge-p14_mae-1600e-pre_32xb8-coslr-50e_in1k-448px

633.03

732.13

87.3

link

swin-base-w6_simmim-100e-pre_8xb256-coslr-100e_in1k-192px

87.75

11.30

82.7

link

swin-base-w7_simmim-100e-pre_8xb256-coslr-100e_in1k

87.77

15.47

83.5

link

swin-base-w6_simmim-800e-pre_8xb256-coslr-100e_in1k-192px

87.77

15.47

83.8

link

swin-large-w14_simmim-800e-pre_8xb256-coslr-100e_in1k

196.85

38.85

84.8

link

resnet50_barlowtwins-pre_8xb32-linear-coslr-100e_in1k

25.56

4.11

71.8

link

beit-base-p16_cae-pre_8xb128-coslr-100e_in1k

86.68

17.58

83.2

link

vit-base-p16_maskfeat-pre_8xb256-coslr-100e_in1k

86.57

17.58

83.4

link

vit-base-p16_milan-pre_8xb128-coslr-100e_in1k

86.57

17.58

85.3

link

vit-base-p16_milan-pre_8xb2048-linear-coslr-100e_in1k

86.57

17.58

78.9

link

riformer-s12_in1k

11.91

1.82

76.9

93.06

link

riformer-s24_in1k

21.39

3.41

80.28

94.8

link

riformer-s36_in1k

30.86

5.00

81.29

95.41

link

riformer-m36_in1k

56.17

8.80

82.57

95.99

link

riformer-m48_in1k

73.47

11.59

82.75

96.11

link

riformer-s12_in1k-384

11.91

5.36

78.29

93.93

link

riformer-s24_in1k-384

21.39

10.03

81.36

95.4

link

riformer-s36_in1k-384

30.86

14.70

82.22

95.95

link

riformer-m36_in1k-384

56.17

25.86

83.39

96.4

link

riformer-m48_in1k-384

73.47

34.06

83.7

96.6

link

vit-tiny-p14_eva02-in21k-pre_3rdparty_in1k-336px

5.76

4.68

80.69

95.54

link

vit-small-p14_eva02-in21k-pre_3rdparty_in1k-336px

22.13

15.48

85.78

97.6

link

vit-base-p14_eva02-in21k-pre_3rdparty_in1k-448px

87.13

107.11

88.29

98.53

link

vit-base-p14_eva02-in21k-pre_in21k-medft_3rdparty_in1k-448px

87.13

107.11

88.47

98.62

link

vit-large-p14_eva02-in21k-pre_in21k-medft_3rdparty_in1k-448px

305.10

362.33

89.65

98.95

link

vit-large-p14_eva02_m38m-pre_in21k-medft_3rdparty_in1k-448px

305.10

362.33

89.83

99.0

link

hivit-tiny-p16_16xb64_in1k

19.18

4.60

82.1

link

hivit-small-p16_16xb64_in1k

37.53

9.07

None

link

hivit-base-p16_16xb64_in1k

79.05

18.47

None

link

resnet50_spark-pre_300e_in1k

23.52

1.31

80.1

94.9

link

convnextv2-tiny_spark-pre_300e_in1k

28.64

4.47

82.8

96.3

link

vit-base-p16_mff-300e-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.0

link

vit-base-p16_mff-800e-pre_8xb128-coslr-100e_in1k

86.57

17.58

83.7

link

vit-base-p16_mff-300e-pre_8xb2048-linear-coslr-90e_in1k

86.57

17.58

64.2

link

vit-base-p16_mff-800e-pre_8xb2048-linear-coslr-90e_in1k

86.57

17.58

68.3

link

CIFAR-10

Model

Params (M)

Flops (G)

Top-1 (%)

Readme

resnet18_8xb16_cifar10

11.17

0.56

94.82

link

resnet34_8xb16_cifar10

21.28

1.16

95.34

link

resnet50_8xb16_cifar10

23.52

1.31

95.55

link

resnet101_8xb16_cifar10

42.51

2.52

95.58

link

resnet152_8xb16_cifar10

58.16

3.74

95.76

link

CIFAR-100

Model

Params (M)

Flops (G)

Top-1 (%)

Top-5 (%)

Readme

resnet50_8xb16_cifar100

23.71

1.31

79.90

95.19

link

CUB-200-2011

Model

Params (M)

Flops (G)

Top-1 (%)

Readme

resnet50_8xb8_cub

23.92

16.48

88.45

link

swin-large_8xb8_cub-384px

195.51

100.04

91.87

link

CIFAR100

Model

Params (M)

Flops (G)

Top-1 (%)

Readme

cn-clip_resnet50_zeroshot-cls_cifar100

77.00

40.70

link

cn-clip_vit-base-p16_zeroshot-cls_cifar100

188.00

64.50

link

cn-clip_vit-large-p14_zeroshot-cls_cifar100

406.00

74.80

link

cn-clip_vit-huge-p14_zeroshot-cls_cifar100

958.00

79.10

link

Multi-Label Classification

PASCAL VOC 2007

Model

Params (M)

Flops (G)

CF1

OF1

mAP

Readme

resnet101-csra_1xb16_voc07-448px

23.55

4.12

89.16

90.80

94.98

link

Image Retrieval

InShop

Model

Params (M)

Flops (G)

Recall@1

mAP@10

Readme

resnet50-arcface_inshop

31.69

16.57

90.18

69.30

link

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