Image Recognition on Caltech101 (Natural and PGD Accuracy)
91.5Accuracy (Natural)Zero-shot CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Zero-shot CLIPMode=Zero-shot2024.03 | 91.5 | 26.23 | |
| AdvMaPLeAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 88.23 | 64.9 | |
| FAPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 87.8 | 65.43 | |
| AdvVLPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 87.33 | 62.97 | |
| AdvVpAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 85.47 | 48.07 |