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Benchmarks
Adversarial Robustness on CIFAR100 AA
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61.32
DAR
DICE
6.8032
20.9566
35.11
49.2634
Jan 21, 2025
DAR
Updated 1mo ago
Evaluation Results
Method
Method
Links
DAR
DICE
Backbone=PARN18
2025.01
61.32
DICE
Backbone=MobileNetL
2025.01
42.48
HEM-
Backbone=ResNet18
2025.01
22.36
HEM-
Backbone=PARN18
2025.01
20.52
HEM-
Backbone=MobileNetL
2025.01
19.99
LN
Backbone=PARN18
2025.01
15.93
LN
Backbone=ResNet18
2025.01
15.75
LN
Backbone=MobileNetL
2025.01
14.04
MM
Backbone=MobileNetL
2025.01
13.97
CE
Backbone=MobileNetL
2025.01
13.86
DICE
Backbone=ResNet18
2025.01
12.1
MM
Backbone=PARN18
2025.01
11.73
MM
Backbone=ResNet18
2025.01
10.85
CE
Backbone=ResNet18
2025.01
9.01
CE
Backbone=PARN18
2025.01
8.9
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