Image Recognition on Food101 (PGD Robustness)
80.5Accuracy (Natural)Zero-shot CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Zero-shot CLIPMode=Zero-shot2024.03 | 80.5 | 5.03 | |
| AdvMaPLeAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 56.67 | 18.53 | |
| AdvVpAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 56.53 | 9.7 | |
| FAPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 55.83 | 19.6 | |
| AdvVLPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 55.8 | 17.83 |