Anomaly Localisation on BTAD
97.3AUROCAACLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AACLIPsetting=zero-shot2026.01 | 97.3 | 55.1 | |
| FAPromptsetting=zero-shot2026.01 | 95.8 | 52.6 | |
| AnomalyCLIPsetting=zero-shot2026.01 | 94.2 | 49.7 | |
| Bayes-PFLsetting=zero-shot2026.01 | 93.9 | 52 | |
| AnomalyVFMsetting=zero-shot2026.01 | 92.3 | 49.7 | |
| WinCLIPsetting=zero-shot2026.01 | 92.1 | 51.7 | |
| AdaCLIPsetting=zero-shot2026.01 | 92.1 | 51.7 | |
| SAAsetting=zero-shot2026.01 | 65.8 | 14.8 |