Image Recognition on OxfordPets (Natural Acc, PGD-100 Acc)
87.4Natural AccuracyZero-shot CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Zero-shot CLIPMode=Zero-shot2024.03 | 87.4 | 3.27 | |
| AdvVLPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 78.8 | 40.83 | |
| FAPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 78.2 | 43.77 | |
| AdvMaPLeAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 77.87 | 42.83 | |
| AdvVpAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 74.2 | 19.03 |