Classification on FGVC Aircraft (Adversarial Accuracy)
15.1Adversarial AccuracyA-TPT
Evaluation results
| Method | Links | |
|---|---|---|
| A-TPTBackbone=ViT-B/162026.05 | 15.1 | |
| R-TPTBackbone=ViT-B/162026.05 | 13.2 | |
| A-TPTBackbone=ViT-B/322026.05 | 10.4 | |
| R-TPTBackbone=ViT-B/322026.05 | 9.2 | |
| TPT-EnsembleBackbone=ViT-B/162026.05 | 8.7 | |
| MTABackbone=ViT-B/322026.05 | 8.2 | |
| TPT-EnsembleBackbone=ViT-B/322026.05 | 7.9 | |
| MTABackbone=ViT-B/162026.05 | 4.3 | |
| TTCBackbone=ViT-B/322026.05 | 1 | |
| TTCBackbone=ViT-B/162026.05 | 0.5 | |
| CLIPBackbone=ViT-B/162026.05 | 0 | |
| CLIPBackbone=ViT-B/322026.05 | 0 |