Image Classification on DTD (Robustness and Accuracy Metrics)
76.06Robustness ScoreATAC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ATACDefense Category=Test-time Defense2025.11 | 76.06 | 38.46 | |
| R-TPTDefense Category=Test-time Defense2025.11 | 26.97 | 42.66 | |
| TTCDefense Category=Test-time Defense2025.11 | 11.4 | 35.69 | |
| TTEDefense Category=Test-time Defense2025.11 | 7.16 | 41.35 | |
| PMG-AFTDefense Category=Adversarial Finetuning2025.11 | 5.21 | 17.29 | |
| TeCoADefense Category=Adversarial Finetuning2025.11 | 5.16 | 20.11 | |
| FAREDefense Category=Adversarial Finetuning2025.11 | 2.5 | 28.03 | |
| CLIPDefense Category=None2025.11 | 0.11 | 40.64 | |
| CLIP-FTDefense Category=Adversarial Finetuning2025.11 | 0 | 36.49 |