Image Classification on ImageNet A/A-Plus (Natural Adv)
52.48Natural Adversarial AccuracyCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| CLIPBackbone=ViT-B/162026.03 | 52.48 | |
| FLYPBackbone=ViT-B/162026.03 | 50.85 | |
| TPGMBackbone=ViT-B/162026.03 | 50.85 | |
| SPDBackbone=ViT-B/162026.03 | 50.35 | |
| WISE-FTBackbone=ViT-B/162026.03 | 49.95 | |
| Vanilla FTBackbone=ViT-B/162026.03 | 39.35 | |
| GRACEBackbone=ViT-B/162026.03 | 34 | |
| LAATBackbone=ViT-B/162026.03 | 20.1 | |
| PMG-AFTBackbone=ViT-B/162026.03 | 15.4 | |
| FAREBackbone=ViT-B/162026.03 | 12.4 | |
| TeCoABackbone=ViT-B/162026.03 | 11.65 |