Image Classification on CIFAR-100 (Robust Accuracy)
62.8Accuracy (Clean)FARE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FAREZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 62.8 | 10.72 | |
| SAFT-MZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 60.94 | 25.29 | |
| SAFT-LZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 57.26 | 28.34 | |
| TGA-ZSRZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 57.2 | 22.27 | |
| CLIPZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 54.25 | 4.94 | |
| PMG-AFTZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 40.53 | 26.42 | |
| TeCoAZero-shot evaluation=true, Adversarial Attack=PGD-100 (epsilon = 1/255), Backbone=ViT-B/322026.02 | 34.37 | 16.16 |