Top Players



55.56

DeepAug+AM

68.66

DAT

50.68

Augmix

All Models

Model Standard Accuracy Perturbed Accuracy Foundation Model-oriented Robustness Replication

76.57

0.4%

52.57

64.8%

68.66

64.1%

76.68

0.5%

42.60

34.6%

55.56

33.9%

76.73

0.6%

38.89

23.4%

50.68

22.8%

76.26

--

33.24

6.5%

43.59

6.6%

76.26

--

31.09

0.1%

40.77

0.1%

76.26

30.59

40.11

--

76.26

--

30.61

1.2%

40.14

1.3%

76.24

0.02%

30.55

1.3%

40.07

1.3%