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ResearchFormerly WizWand

Image Classification on Caltech-101 (Clean and Robust Accuracy)

72.16Robust AccuracyComp-TGA
8.740825.205441.6758.1346Feb 12, 2026Feb 17, 2026Feb 23, 2026Mar 1, 2026Mar 7, 2026Mar 13, 2026Mar 19, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Comp-TGAProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0372.16—
TGA-ZSRProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0370.97—
Comp-TGAMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0370.31—
TGA-ZSRMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0368.28—
PMG-AFTProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0362.42—
PMG-AFTMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0360.74—
TeCoAMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0355.86—
TeCoAProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0355.86—
LAATProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0355.85—
LAATMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0355.13—
FT-Adv.Mode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0351.03—
FT-Adv.Protocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0350.73—
FAREProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0345.96—
Comp-TGAZero-shot=true2026.0345.71—
FAREMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0345.51—
PMG-AFTZero-shot=true2026.0341.86—
TGA-ZSRZero-shot=true2026.0340.84—
LAATZero-shot=true2026.0338.66—
TeCoAZero-shot=true2026.0334.94—
FT-Adv.Zero-shot=true2026.0333.43—
SAFT-LAttack=PGD-100, Epsilon=4/255, Evaluation Protocol=Zero-shot2026.0227.63—
FAREZero-shot=true2026.0323.97—
TGA-ZSRAttack=PGD-100, Epsilon=4/255, Evaluation Protocol=Zero-shot2026.0222.73—
PMG-AFTAttack=PGD-100, Epsilon=4/255, Evaluation Protocol=Zero-shot2026.0220.33—
CLIPProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0319.88—
FT-CleanProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0314.95—
CLIPZero-shot=true2026.0314.28—
FT-CleanZero-shot=true2026.0313.02—
TeCoAAttack=PGD-100, Epsilon=4/255, Evaluation Protocol=Zero-shot2026.0211.18—