Pixel-level Anomaly Detection on CVC-300 (AUROC, AP)
97AUROCMoECLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoECLIPsetting=Zero-shot setting (ZSAD), domain=Medical2026.03 | 97 | 53 | |
| Bayes-PFLsetting=Zero-shot setting (ZSAD), domain=Medical2026.03 | 96.6 | 51.6 | |
| AA-CLIPsetting=Zero-shot setting (ZSAD), domain=Medical, re-trained status=True2026.03 | 96.5 | 53.9 | |
| AnomalyCLIPsetting=Zero-shot setting (ZSAD), domain=Medical2026.03 | 95.8 | 56.4 | |
| April-GANsetting=Zero-shot setting (ZSAD), domain=Medical2026.03 | 92.9 | 26.8 | |
| AdaCLIPsetting=Zero-shot setting (ZSAD), domain=Medical, re-trained status=True2026.03 | 91.1 | 25.9 | |
| WinCLIPsetting=Zero-shot setting (ZSAD), domain=Medical2026.03 | 44 | 5 |