Image Classification on ImageNet-1K (Robust Accuracy PGD-100)
51.78Clean AccuracyFARE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FAREZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 51.78 | 10.54 | |
| SAFT-MZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 47.3 | 22.43 | |
| SAFT-LZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 46.61 | 22.74 | |
| TGA-ZSRZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 46.5 | 21.11 | |
| CLIPZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 44.4 | 1.08 | |
| TeCoAZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 31.85 | 15.97 | |
| PMG-AFTZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 23.72 | 15.02 |