Adversarial Image Classification on Flower102
54.8CW AccuracyT-VSS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| T-VSSBackbone=CLIP-ViT-B/162026.06 | 54.8 | 60.5 | 53.7 | 56.3 | |
| TTPBackbone=CLIP-ViT-B/162026.06 | 54.1 | 56.4 | 51.8 | 54.1 | |
| R-TPTBackbone=CLIP-ViT-B/162026.06 | 51.6 | 54.7 | 49.2 | 51.8 | |
| EnsembleBackbone=CLIP-ViT-B/162026.06 | 50.1 | 52.2 | 46.6 | 49.7 | |
| MTABackbone=CLIP-ViT-B/162026.06 | 34.5 | 35.4 | 36.6 | 35.5 | |
| TPTBackbone=CLIP-ViT-B/162026.06 | 13.8 | 10.8 | 14.2 | 12.9 | |
| C-TPTBackbone=CLIP-ViT-B/162026.06 | 6.6 | 5.5 | 6.2 | 6.1 | |
| CLIPBackbone=CLIP-ViT-B/162026.06 | 0.8 | 0.4 | 4.8 | 2 |