List your company
ResearchFormerly WizWand

Image Classification on ImageNet (Average Robust Accuracy)

52.8Average Robust AccuracyTGA-ZSR
-1.59212.52926.6540.771Mar 19, 2026Mar 21, 2026Mar 23, 2026Mar 25, 2026Mar 27, 2026Mar 29, 2026Mar 31, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TGA-ZSRFine-tuned on=ImageNet2026.0352.8
AGFTFine-tuned on=ImageNet2026.0344.95
GLADIATORFine-tuned on=ImageNet2026.0344.53
TeCoAFine-tuned on=ImageNet2026.0341.29
PMG-AFTFine-tuned on=ImageNet2026.0335.05
Comp-TGAProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0329.47
TGA-ZSRProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0328.74
PMG-AFTProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0321.43
Comp-TGAZero-shot=true, Attack=APGD (epsilon=1/255)2026.0320.71
TGA-ZSRZero-shot=true, Attack=APGD (epsilon=1/255)2026.0320.56
PMG-AFTZero-shot=true, Attack=APGD (epsilon=1/255)2026.0319.86
LAATZero-shot=true, Attack=APGD (epsilon=1/255)2026.0318.44
LAATProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0318.43
TeCoAProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0318.18
FT-Adv.Protocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0317.26
TeCoAZero-shot=true, Attack=APGD (epsilon=1/255)2026.0317.25
FT-Adv.Zero-shot=true, Attack=APGD (epsilon=1/255)2026.0317.22
Comp-TGAZero-shot=true2026.0312.6
FAREZero-shot=true, Attack=APGD (epsilon=1/255)2026.0312.18
TGA-ZSRZero-shot=true2026.0311.47
PMG-AFTZero-shot=true2026.0311.28
FAREProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.0310.54
LAATZero-shot=true2026.039.69
FT-Adv.Zero-shot=true2026.038.81
TeCoAZero-shot=true2026.038.43
FAREZero-shot=true2026.033.9
CLIPProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.031.24
CLIPMode=Zero-shot2026.031.13
FT-CleanProtocol=Zero-shot, Attack=PGD, Epsilon=1/255, Training Dataset=Tiny-ImageNet2026.031.08
CLIPZero-shot=true2026.030.71
FT-CleanZero-shot=true2026.030.54
CLIPZero-shot=true, Attack=APGD (epsilon=1/255)2026.030.51
FT-CleanZero-shot=true, Attack=APGD (epsilon=1/255)2026.030.5