| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MVTec | DRAEM | Pixel AUROC99.7 | 127 | 3mo ago | |
| MVTec AD | MAGIC | PRO96.22 | 54 | 6d ago | |
| VisA | PatchCore | AUROC98.5 | 44 | 6d ago | |
| BTAD | UniADet | AUROC98.4 | 44 | 6d ago | |
| ColonDB | AdaCLIP | AUROC90.4 | 39 | 1mo ago | |
| ClinicDB | AA-CLIP | AUROC89.9 | 23 | 3mo ago | |
| Real-IAD | UniADet | AUROC99.1 | 22 | 3mo ago | |
| Endo | MoECLIP | AUROC91 | 20 | 6d ago | |
| MVTec AD (test) | ET-STPM | AUROC97.7 | 19 | 3mo ago | |
| MPDD | CDO | AUROC99 | 19 | 6d ago | |
| DTD | UniADet | AUROC0.991 | 15 | 6d ago | |
| DTD-Synthetic | MoECLIP | AUROC98.8 | 13 | 3mo ago | |
| KSDD | UniADet | AUROC99.4 | 13 | 3mo ago | |
| KSDD2 | Bayes-PFL | AUROC99.6 | 12 | 3mo ago | |
| DAGM | CDO | AUROC97.3 | 12 | 3mo ago | |
| VisA (test) | VTFusion | AUROC97.5 | 11 | 3mo ago | |
| CVC-ClinicDB | AVA-DINO | AUROC90.7 | 11 | 21d ago | |
| Open-Industry | Open3D-AD | Square Taper Washer Score71.85 | 10 | 2mo ago | |
| DTD | UniADet | AUROC99.1 | 10 | 3mo ago | |
| Mvtec LOCO AD 1.0 (test) | sPRO (Logical)71.1 | 10 | 3mo ago | ||
| MVTec AD | PatchCore | AUROC98.4 | 9 | 3mo ago | |
| MVTec AD 1.0 (test) | PaDiM-R18 | Carpet Score0.989 | 9 | 3mo ago | |
| MVTec (test) | PatchCore | AUROC0.981 | 8 | 3mo ago | |
| CVC-300 | MoECLIP | AUROC97 | 7 | 3mo ago | |
| Retina OCT | MoECLIP | AUROC96.2 | 7 | 3mo ago |
