| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MVTec | DRAEM | Pixel AUROC99.7 | 127 | 3d ago | |
| VisA | PatchCore | AUROC98.5 | 30 | 4d ago | |
| BTAD | UniADet | AUROC98.4 | 30 | 4d ago | |
| Real-IAD | UniADet | AUROC99.1 | 22 | 4d ago | |
| MVTec AD (test) | ET-STPM | AUROC97.7 | 19 | 4d ago | |
| ColonDB | AdaCLIP | AUROC90.4 | 18 | 2d ago | |
| ClinicDB | AA-CLIP | AUROC89.9 | 16 | 4d ago | |
| MVTec AD | SSVP | AUROC92.2 | 15 | 4d ago | |
| KSDD | UniADet | AUROC99.4 | 13 | 4d ago | |
| KSDD2 | Bayes-PFL | AUROC99.6 | 12 | 4d ago | |
| DAGM | CDO | AUROC97.3 | 12 | 4d ago | |
| MPDD | CDO | AUROC99 | 12 | 4d ago | |
| VisA (test) | VTFusion | AUROC97.5 | 11 | 4d ago | |
| DTD | UniADet | AUROC99.1 | 10 | 4d ago | |
| Mvtec LOCO AD 1.0 (test) | sPRO (Logical)71.1 | 10 | 3d ago | ||
| MVTec AD | PatchCore | AUROC98.4 | 9 | 4d ago | |
| MVTec AD 1.0 (test) | PaDiM-R18 | Carpet Score0.989 | 9 | 4d ago | |
| DTD | UniADet | AUROC0.991 | 8 | 4d ago | |
| MVTec (test) | PatchCore | AUROC0.981 | 8 | 4d ago | |
| AeBAD-S | MMR | PRO Score (Same Category)89.6 | 7 | 3d ago | |
| Endo | Bayes-PFL | AUROC89.2 | 6 | 4d ago | |
| CVC-ClinicDB | Bayes-PFL | AUROC89.6 | 6 | 4d ago | |
| CVC-ColonDB | CLIP-AD | AUROC85.8 | 6 | 4d ago | |
| ISIC | Bayes-PFL | AUROC0.922 | 6 | 4d ago | |
| DTD-Synthetic | AdaCLIP | AUROC97.9 | 6 | 4d ago |
