Classification on UCF101 (Adversarial Accuracy)
51.7Adversarial AccuracyA-TPT
Evaluation results
| Method | Links | |
|---|---|---|
| A-TPTBackbone=ViT-B/162026.05 | 51.7 | |
| A-TPTBackbone=ViT-B/322026.05 | 46.9 | |
| R-TPTBackbone=ViT-B/162026.05 | 43.2 | |
| R-TPTBackbone=ViT-B/322026.05 | 41 | |
| MTABackbone=ViT-B/322026.05 | 39.1 | |
| TPT-EnsembleBackbone=ViT-B/322026.05 | 36.9 | |
| TPT-EnsembleBackbone=ViT-B/162026.05 | 30.6 | |
| MTABackbone=ViT-B/162026.05 | 27.5 | |
| TTCBackbone=ViT-B/322026.05 | 6.1 | |
| TTCBackbone=ViT-B/162026.05 | 1.6 | |
| CLIPBackbone=ViT-B/162026.05 | 0 | |
| CLIPBackbone=ViT-B/322026.05 | 0 |