| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MVTec AD (test) | MSFlow | Overall AUROC99.7 | 86 | 8d ago | |
| MVTec AD | ShortcutBreaker | AUROC99.8 | 82 | 8d ago | |
| VisA | Dinomaly | AUC98.7 | 80 | 8d ago | |
| VisA (test) | DualAnoDiff | AP (Image)99.7 | 75 | 8d ago | |
| BTAD | CDO | AUROC97.6 | 54 | 8d ago | |
| HeadCT | WMoE-CLIP | AUROC98.2 | 37 | 18d ago | |
| DAGM | MAGIC | AUROC99.86 | 33 | 1mo ago | |
| DTD Synthetic | APRIL-GAN | AUROC98.1 | 31 | 1mo ago | |
| Mvtec LOCO AD | AUROC (Logical)86 | 26 | 1mo ago | ||
| DTD | UniADet | AUROC99.6 | 25 | 1mo ago | |
| Real-IAD | UniADet | AUROC89 | 22 | 1mo ago | |
| KSDD | AdaptCLIP | AUROC98.1 | 21 | 1mo ago | |
| MVTec | UniADet | Average ROCAUC97.6 | 20 | 1mo ago | |
| RSDD | SSVP | AUROC98.5 | 19 | 1mo ago | |
| BrainMRI | Bayes-PFL | AUROC96.2 | 13 | 1mo ago | |
| BrainMRI | AdaCLIP | AUROC94.8 | 13 | 1mo ago | |
| MAD-Sim (test) | SplatPose | AUROC0.939 | 13 | 1mo ago | |
| KSDD2 | Bayes-PFL | AUROC97.3 | 12 | 1mo ago | |
| MPDD | CDO | AUROC95.8 | 12 | 1mo ago | |
| Br35H | Bayes-PFL | AUROC0.978 | 12 | 1mo ago | |
| MVTec SL (test) | HETMM | Sensitivity (S)99.8 | 11 | 1mo ago | |
| MVTec AD pill | KNN | Similar AUROC93.33 | 10 | 1mo ago | |
| MVTec (test) | SimpleNet | AUROC99.6 | 10 | 1mo ago | |
| MVTec LOCO AD (test) | PatchCore | AUROC90.1 | 10 | 1mo ago | |
| Uni-Medical (test) | Dinomaly | AUROC84.9 | 8 | 1mo ago |
