Robust Image Classification on FGVCAircraft (PGD-100)
19.2Natural AccuracyZero-shot CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Zero-shot CLIPMode=Zero-shot2024.03 | 19.2 | 0 | |
| AdvMaPLeAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 11.1 | 2.73 | |
| AdvVLPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 10.7 | 2.73 | |
| FAPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 10.7 | 2.77 | |
| AdvVpAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 7.13 | 0.83 |