Anomaly Detection on DAGM (AUROC, max-F1)
99.6AUROCAnomalyVFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AnomalyVFMsetting=zero-shot2026.01 | 99.6 | 95.8 | |
| AdaCLIPsetting=zero-shot2026.01 | 99.1 | 97.5 | |
| AnomalyCLIPsetting=zero-shot2026.01 | 97.7 | 90.1 | |
| Bayes-PFLsetting=zero-shot2026.01 | 97.7 | 95.7 | |
| FAPromptsetting=zero-shot2026.01 | 97.3 | 89.3 | |
| AACLIPsetting=zero-shot2026.01 | 93.2 | 79.4 | |
| WinCLIPsetting=zero-shot2026.01 | 91.8 | 87.6 | |
| SAAsetting=zero-shot2026.01 | 87.1 | 88.8 |