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ResearchFormerly WizWand

Image Classification on EuroSAT (Robustness and Accuracy)

66.9RobustnessATAC
-2.644815.410133.46551.5199Nov 21, 2025
Updated 7mo ago

Evaluation results

MethodLinks
ATACmode=Test-time Defense, attack=10-step PGD, epsilon=1/2552025.1166.938.32
R-TPTmode=Test-time Defense, attack=10-step PGD, epsilon=1/2552025.1114.1621.83
PMG-AFTmode=Adversarial Finetuning, attack=10-step PGD, epsilon=1/2552025.1112.618.53
TTCmode=Test-time Defense, attack=10-step PGD, epsilon=1/2552025.1112.1953.24
TeCoAmode=Adversarial Finetuning, attack=10-step PGD, epsilon=1/2552025.1111.9616.58
FAREmode=Adversarial Finetuning, attack=10-step PGD, epsilon=1/2552025.1110.6721.88
TTEmode=Test-time Defense, attack=10-step PGD, epsilon=1/2552025.116.9144.38
CLIP-FTmode=Adversarial Finetuning, attack=10-step PGD, epsilon=1/2552025.110.0427.64
CLIPattack=10-step PGD, epsilon=1/2552025.110.0342.59