Anomaly Localization on RealIAD
99.1AUROCUniADet‡
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniADet‡Shot=4-shot, Tuning=✓2026.01 | 99.1 | 48.5 | |
| UniADet⋆Shot=4-shot, Tuning=✓2026.01 | 98.9 | 49.8 | |
| UniADet†Shot=4-shot, Tuning=✓2026.01 | 98.3 | 37.2 | |
| AdaptCLIPShot=4-shot, Tuning=✗2026.01 | 97.4 | 39.1 | |
| AnomalyCLIP+Shot=4-shot, Tuning=✗2026.01 | 96.7 | 28.2 | |
| InCtrlShot=4-shot, Tuning=✗2026.01 | 96.4 | 21 | |
| WinCLIP+Shot=4-shot, Tuning=✗2026.01 | 95.5 | 15.4 |