Anomaly Detection on RealIAD (AUROC, max-F1)
88AUROCAnomalyVFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AnomalyVFMsetting=zero-shot2026.01 | 88 | 81.6 | |
| Bayes-PFLsetting=zero-shot2026.01 | 85.2 | 78.7 | |
| FAPromptsetting=zero-shot2026.01 | 81.6 | 75.2 | |
| AACLIPsetting=zero-shot2026.01 | 81.3 | 76.4 | |
| AdaCLIPsetting=zero-shot2026.01 | 79.2 | 73.5 | |
| AnomalyCLIPsetting=zero-shot2026.01 | 78.7 | 80 | |
| WinCLIPsetting=zero-shot2026.01 | 74.7 | 69.8 | |
| SAAsetting=zero-shot2026.01 | 51.4 | 64.6 |