Anomaly Detection on MPDD (I-AUC, P-AUC, Pixel-F1)
77I-AUCAnomalyCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnomalyCLIPProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 77 | 96.4 | 34.2 | |
| AdaCLIPProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 76 | 96.1 | 34.1 | |
| AVA-DINOProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 70.1 | 94.1 | 34.3 | |
| Bayes-PFLProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 63.2 | 91.9 | 31.4 | |
| WinCLIPProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 61.4 | 71.2 | 15.4 |