Anomaly Localisation on VisA (AUROC, max-F1)
96.2AUROCAnomalyVFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AnomalyVFMsetting=zero-shot2026.01 | 96.2 | 31.2 | |
| Bayes-PFLsetting=zero-shot2026.01 | 95.6 | 34.3 | |
| FAPromptsetting=zero-shot2026.01 | 95.6 | 27.6 | |
| WinCLIPsetting=zero-shot2026.01 | 95.5 | 37.7 | |
| AnomalyCLIPsetting=zero-shot2026.01 | 95.5 | 28.3 | |
| AdaCLIPsetting=zero-shot2026.01 | 95.5 | 37.7 | |
| AACLIPsetting=zero-shot2026.01 | 94.8 | 30.2 | |
| SAAsetting=zero-shot2026.01 | 76.5 | 31.6 |