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ResearchFormerly WizWand

Image Classification on SUN397 (Robust Accuracy)

36.39Robust AccuracyAGFT
-1.00848.700818.4128.1192Mar 19, 2026Mar 21, 2026Mar 23, 2026Mar 25, 2026Mar 27, 2026Mar 29, 2026Mar 31, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AGFTFine-tuned on=ImageNet2026.0336.39
Comp-TGAProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0334.61
TGA-ZSRProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0333.22
Comp-TGAMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0332.63
PMG-AFTFine-tuned on=ImageNet2026.0332.21
TeCoAFine-tuned on=ImageNet2026.0332.12
GLADIATORFine-tuned on=ImageNet2026.0331.86
TGA-ZSRFine-tuned on=ImageNet2026.0331.12
TGA-ZSRMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0330.46
PMG-AFTProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0322.21
PMG-AFTMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0319.88
TeCoAMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0319.7
TeCoAProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0319.7
LAATProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0318.51
FT-Adv.Protocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0317.6
LAATMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0317.58
FT-Adv.Mode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0315.95
Comp-TGAZero-shot=true2026.0313.63
TGA-ZSRZero-shot=true2026.0312.24
PMG-AFTZero-shot=true2026.0311.42
LAATZero-shot=true2026.039.13
TeCoAZero-shot=true2026.038.9
FT-Adv.Zero-shot=true2026.038.58
FAREMode=Zero-shot, Attack=Adaptive Attack, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.038.33
FAREProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.038.3
FAREZero-shot=true2026.032.98
CLIPMode=Zero-shot2026.031.08
CLIPProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.031
FT-CleanProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.030.82
CLIPZero-shot=true2026.030.52
FT-CleanZero-shot=true2026.030.43