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Adversarial Robustness on CIFAR-100
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98.5
Final Auto-Attack Accuracy
Cutout
14.9048
36.6074
58.31
80.0126
Nov 24, 2021
Nov 26, 2021
Nov 29, 2021
Dec 1, 2021
Dec 4, 2021
Dec 6, 2021
Dec 9, 2021
Final Auto-Attack Accuracy
Best Auto-Attack Accuracy
Auto-Attack Robustness Drop
Updated 4d ago
Evaluation Results
Method
Method
Links
Final Auto-Attack Accuracy
Best Auto-Attack Accuracy
Auto-Attack Robustness Drop
Cutout
2021.12
98.5
-
-
Auto Augment
2021.12
98.1
-
-
Mixup
2021.12
97.4
-
-
Outlier Exposure
2021.12
97.2
-
-
CutMix
2021.12
97
-
-
Baseline
2021.12
96.8
-
-
AugMix
2021.12
95.6
-
-
PIXMIX
2021.12
92.9
-
-
Sub-AT
Norm=l_2
2021.11
37.84
38.14
0.3
AT
Norm=l_2
2021.11
32.7
36.91
4.21
Sub-AT
Norm=l_inf
2021.11
23.83
23.89
0.06
AT
Norm=l_inf
2021.11
18.12
22.83
4.71
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