Anomaly Detection on MVTec AD (AUROC, max-F1)
94.9AUROCAnomalyVFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AnomalyVFMsetting=zero-shot2026.01 | 94.9 | 94.1 | |
| Bayes-PFLsetting=zero-shot2026.01 | 92.3 | 93.1 | |
| WinCLIPsetting=zero-shot2026.01 | 91.8 | 92.9 | |
| AnomalyCLIPsetting=zero-shot2026.01 | 91.6 | 92.7 | |
| FAPromptsetting=zero-shot2026.01 | 91.1 | 92.2 | |
| AACLIPsetting=zero-shot2026.01 | 90.5 | 90.4 | |
| AdaCLIPsetting=zero-shot2026.01 | 89.2 | 90.6 | |
| SAAsetting=zero-shot2026.01 | 63.5 | 87.4 |