Anomaly Detection on BTAD (I-AUC, P-AUC, Pixel-F1)
91.8I-AUCAVA-DINO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AVA-DINOProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 91.8 | 92.2 | 27.9 | |
| AdaCLIPProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 91.6 | 92 | 51.7 | |
| Bayes-PFLProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 91.2 | 91.9 | 16.6 | |
| AnomalyCLIPProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 89.1 | 93.3 | 49.7 | |
| WinCLIPProtocol=Zero-shot protocol, Training dataset=ViSA2026.05 | 83.3 | 72.6 | 18.5 |