Anomaly Detection on Brain MRI (Image & Pixel AUROC)
91.6AUROC (Image Level)PatchCore
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchCoreMethod Category=Clustering-based2026.02 | 91.6 | 96.7 | |
| Multi-ADMethod Category=Distillation-based2026.02 | 89.7 | 96.8 | |
| RD4ADMethod Category=Reconstruction-based2026.02 | 89.5 | 96.4 | |
| STFPMMethod Category=Reconstruction-based2026.02 | 83 | 95.6 | |
| MKDMethod Category=Distillation-based2026.02 | 81.5 | 89.4 | |
| PaDiMMethod Category=Clustering-based2026.02 | 79 | 94.4 | |
| SimpleNetMethod Category=Clustering-based2026.02 | 77.7 | 93.7 |