| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BTAD | HyperFSAD | PRO86.1 | 33 | 22d ago | |
| BraTS | HyperFSAD | P-PRO81.1 | 27 | 22d ago | |
| RESC | PromptAD | P-PRO86.8 | 27 | 22d ago | |
| MPDD | P-PRO94.2 | 27 | 22d ago | ||
| R2T (test) | P-AUROC93.93 | 13 | 8d ago | ||
| DAGM | SSVP | AUROC99.4 | 11 | 3mo ago | |
| Real3D-AD 1.0 (test) | BTF | Airplane0.738 | 11 | 3mo ago | |
| Mvtec LOCO AD | sPRO (Logical)71.1 | 10 | 3mo ago | ||
| BTAD 43 (joint evaluation protocol) | LAKE | AUROC96.2 | 8 | 1mo ago | |
| VisA 42 (joint evaluation protocol) | VisualAD | AUROC95.8 | 8 | 1mo ago | |
| MVTec-AD 41 (joint evaluation protocol) | LAKE | AUROC93.7 | 8 | 1mo ago | |
| MVTec (test) | AnomalyGPT | AUROC80.2 | 8 | 2mo ago | |
| Uni-Medical (test) | VITAD | AUROC97.1 | 8 | 3mo ago | |
| BTAD (test) | RD4AD | AUROC98 | 8 | 3mo ago | |
| DTD Syn | SSVP | AUROC98.1 | 6 | 3mo ago | |
| MVTec LOCO | UniVAD | AUC (Pixel-level Localization)0.751 | 6 | 3mo ago | |
| MVTec anomaly detection dataset 1.0 (test) | RotNet | AUC93 | 5 | 3mo ago |
