Fine-grained classification on Aircraft (Clean Accuracy, Robust Accuracy)
32.7Clean AccuracyMTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MTABackbone=ViT-L/14, Epsilon=4/2552026.05 | 32.7 | 8 | |
| TTCBackbone=ViT-L/14, Epsilon=4/2552026.05 | 31.7 | 0.5 | |
| R-TPTBackbone=ViT-L/14, Epsilon=4/2552026.05 | 31.7 | 17.2 | |
| AGCBackbone=ViT-L/14, Epsilon=4/2552026.05 | 30.5 | 77.7 | |
| CLIPBackbone=ViT-L/14, Epsilon=4/2552026.05 | 30 | 0 | |
| EnsembleBackbone=ViT-L/14, Epsilon=4/2552026.05 | 29.4 | 17.8 | |
| TTPBackbone=ViT-L/14, Epsilon=4/2552026.05 | 29.2 | 17.7 |