| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MVTec-AD | DeSTSeg | Pixel AUROC99.7 | 369 | 2d ago | |
| MVTec-AD (test) | DefectFill | Pixel AUROC100 | 181 | 3d ago | |
| VisA | HVQ-Trans | P-AUROC0.994 | 119 | 3d ago | |
| MVTec | SimpleNet | AUC99.6 | 70 | 3d ago | |
| MPDD (test) | DTD | Pixel AUROC0.9935 | 60 | 3d ago | |
| VisA | PatchCore | AUROC (Unified)99.7 | 52 | 3d ago | |
| MVTec AD 1.0 (test) | MRKD | AUROC (Pixel)99.6 | 47 | 3d ago | |
| VisA (test) | EfficientAD | P-AUROC99.1 | 37 | 3d ago | |
| VisA | PatchCore | PCB199.9 | 35 | 3d ago | |
| MVTec (test) | CflowAD | avg AUROC98.6 | 32 | 3d ago | |
| MVTec AD few-shot | LogSAD | AUROC97.6 | 30 | 3d ago | |
| MPDD 1.0 (test) | RealNet | Pixel AUROC99.35 | 29 | 3d ago | |
| BUSI (test) | MediCLIP | Pixel AUROC0.901 | 28 | 3d ago | |
| VisA | RAID | AUROC99 | 23 | 3d ago | |
| MVTec3D | 3DSR | P-AUROC99.5 | 22 | 3d ago | |
| Real-IAD | Dinomaly | P-AUROC98.9 | 22 | 3d ago | |
| VisA Few-shot | LogSAD | AUROC98.1 | 21 | 3d ago | |
| BTAD | OneNIP | Pixel-level AUROC97.9 | 20 | 3d ago | |
| DTD | AnomalyVFM | AUROC99.4 | 19 | 2d ago | |
| KSDD | Tipsomaly | AUROC99.5 | 19 | 2d ago | |
| MVTec LOCO AD (test) | EfficientAD | Mean Score92.5 | 19 | 3d ago | |
| ShanghaiTech | ResAD | Pixel AUROC92.6 | 18 | 3d ago | |
| VisA | ResAD | Pixel AUROC97.5 | 18 | 3d ago | |
| MPDD | RD with Expert | Average P-AUC99.2 | 16 | 3d ago | |
| PCB-Bank (test) | PatchCore | P-AUROC99.8 | 16 | 3d ago |
