Anomaly Localisation on RealIAD (AUROC, max-F1)
97.2AUROCAdaCLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AdaCLIPsetting=zero-shot2026.01 | 97.2 | 43 | |
| Bayes-PFLsetting=zero-shot2026.01 | 97.2 | 41.2 | |
| AnomalyVFMsetting=zero-shot2026.01 | 96.4 | 40.4 | |
| AnomalyCLIPsetting=zero-shot2026.01 | 96.3 | 39 | |
| AACLIPsetting=zero-shot2026.01 | 96.2 | 40.2 | |
| FAPromptsetting=zero-shot2026.01 | 96.2 | 38.3 | |
| WinCLIPsetting=zero-shot2026.01 | 87.2 | 10.8 | |
| SAAsetting=zero-shot2026.01 | 73.5 | 4.5 |