Classification on Oxford-IIIT Pets (Adversarial Accuracy)
70.5Adversarial AccuracyA-TPT
Evaluation Results
| Method | Links | |
|---|---|---|
| A-TPTBackbone=ViT-B/162026.05 | 70.5 | |
| A-TPTBackbone=ViT-B/322026.05 | 66.4 | |
| R-TPTBackbone=ViT-B/162026.05 | 60.2 | |
| R-TPTBackbone=ViT-B/322026.05 | 55.8 | |
| MTABackbone=ViT-B/322026.05 | 53.6 | |
| TPT-EnsembleBackbone=ViT-B/322026.05 | 52.5 | |
| MTABackbone=ViT-B/162026.05 | 51.8 | |
| TPT-EnsembleBackbone=ViT-B/162026.05 | 51.2 | |
| TTCBackbone=ViT-B/322026.05 | 11.8 | |
| TTCBackbone=ViT-B/162026.05 | 10.4 | |
| CLIPBackbone=ViT-B/322026.05 | 0.2 | |
| CLIPBackbone=ViT-B/162026.05 | 0 |