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Adversarial Robustness on CIFAR10 AA
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12.34
DAR
DICE
2.8448
5.3099
7.775
10.2401
Jan 21, 2025
DAR
Updated 1mo ago
Evaluation Results
Method
Method
Links
DAR
DICE
Backbone=MobileNetS
2025.01
12.34
HEM-
Backbone=MobileNetS
2025.01
10.26
LN
Backbone=MobileNetS
2025.01
10.11
MM
Backbone=MobileNetS
2025.01
8.78
HEM-
Backbone=ResNet32
2025.01
7.26
CE
Backbone=MobileNetS
2025.01
7.15
HEM-
Backbone=WRN22-10
2025.01
5.91
DICE
Backbone=ResNet32
2025.01
5.5
LN
Backbone=WRN22-10
2025.01
4.39
DICE
Backbone=WRN22-10
2025.01
4.36
CE
Backbone=ResNet32
2025.01
4.14
MM
Backbone=WRN22-10
2025.01
4.07
MM
Backbone=ResNet32
2025.01
3.96
LN
Backbone=ResNet32
2025.01
3.89
CE
Backbone=WRN22-10
2025.01
3.21
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