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ResearchFormerly WizWand

Image Classification on CIFAR-100 (Average Robust Accuracy)

86.27Average Robust AccuracyATAC
-3.32619.934543.19566.4555Nov 21, 2025Dec 10, 2025Dec 30, 2025Jan 19, 2026Feb 7, 2026Feb 27, 2026Mar 19, 2026
Updated 7mo ago

Evaluation results

MethodLinks
ATACAttack Strategy=PGD, Epsilon=4/2552025.1186.27
Comp-TGAZero-shot=true2026.0319.36
TGA-ZSRZero-shot=true2026.0314.43
PMG-AFTZero-shot=true2026.0313.29
LAATZero-shot=true2026.0312.87
ATACAttack Strategy=Avoid, Epsilon=4/255, Running time (s)=0.6522025.1111.25
FT-Adv.Zero-shot=true2026.0311.06
TTCAttack Strategy=PGD, Epsilon=4/2552025.119.06
TeCoAZero-shot=true2026.038.12
ATACAttack Strategy=Lure, Epsilon=4/255, Running time (s)=0.6502025.115.83
FT-CleanZero-shot=true2026.034.65
FAREZero-shot=true2026.034.23
TTCAttack Strategy=Avoid, Epsilon=4/255, Running time (s)=0.1142025.111.67
TTCAttack Strategy=Lure, Epsilon=4/255, Running time (s)=0.1502025.110.83
CLIPZero-shot=true2026.030.12