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Benchmarks
Image Classification on CIFAR-100 (test) (Robust and Natural Accuracy)
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41.48
Best Robust Acc
Sub-AT
26.2128
30.1764
34.14
38.1036
Nov 24, 2021
Best Robust Acc
Final Robust Acc
Diff Robust Acc
Best Natural Acc
Final Natural Acc
Diff Natural Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Best Robust Acc
Final Robust Acc
Diff Robust Acc
Best Natural Acc
Final Natural Acc
Diff Natural Acc
Sub-AT
Norm=l_2, Radius=128/255
2021.11
41.48
41
0.48
62.62
63.13
-0.51
AT
Norm=l_2, Radius=128/255
2021.11
40.21
34.98
5.23
61.98
60.28
1.7
Sub-AT
Norm=l_inf, Radius=8/255
2021.11
27.5
27.02
0.48
52.41
52.18
0.23
AT
Norm=l_inf, Radius=8/255
2021.11
26.8
19.38
7.42
52.29
53.27
-0.98
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