Image Classification on EuroSAT (Rob. and Acc.)
66.57RobustnessATAC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ATACDefense Category=Test-time Defense2025.11 | 66.57 | 37.28 | |
| TTCDefense Category=Test-time Defense2025.11 | 13.57 | 53.24 | |
| TeCoADefense Category=Adversarial Finetuning2025.11 | 10.71 | 17.53 | |
| PMG-AFTDefense Category=Adversarial Finetuning2025.11 | 10.36 | 19.19 | |
| FAREDefense Category=Adversarial Finetuning2025.11 | 7.34 | 18.22 | |
| R-TPTDefense Category=Test-time Defense2025.11 | 6.46 | 21.83 | |
| TTEDefense Category=Test-time Defense2025.11 | 0.11 | 44.38 | |
| CLIPDefense Category=None2025.11 | 0 | 42.59 | |
| CLIP-FTDefense Category=Adversarial Finetuning2025.11 | 0 | 27.64 |