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ResearchFormerly WizWand

Classification on Oxford-IIIT Pets (Adversarial Accuracy)

70.5Adversarial AccuracyA-TPT
-2.8216.21535.2554.285May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
A-TPTBackbone=ViT-B/162026.0570.5
A-TPTBackbone=ViT-B/322026.0566.4
R-TPTBackbone=ViT-B/162026.0560.2
R-TPTBackbone=ViT-B/322026.0555.8
MTABackbone=ViT-B/322026.0553.6
TPT-EnsembleBackbone=ViT-B/322026.0552.5
MTABackbone=ViT-B/162026.0551.8
TPT-EnsembleBackbone=ViT-B/162026.0551.2
TTCBackbone=ViT-B/322026.0511.8
TTCBackbone=ViT-B/162026.0510.4
CLIPBackbone=ViT-B/322026.050.2
CLIPBackbone=ViT-B/162026.050