Image Recognition on EuroSAT (Standard and Adversarial Robustness)
98.9Natural AccuracyAIMv2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AIMv2architecture=ViT-3B/14, Resolution=448px2024.11 | 98.9 | — | |
| Zero-shot CLIPMode=Zero-shot2024.03 | 45.2 | 0.03 | |
| AdvVpAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 25.17 | 4.57 | |
| AdvVLPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 18.37 | 10.67 | |
| AdvMaPLeAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 17.6 | 10.53 | |
| FAPAdaptation=16-shot, Source Dataset=ImageNet-1K2024.03 | 15.3 | 9.97 |