Anomaly Detection on BMAD Brain MRI (test)
92.91I-AUCHiMatch-AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HiMatch-ADK=42026.06 | 92.91 | 98.87 | 87.73 | |
| AnomalyDINO2026.06 | 91.81 | 97.23 | 86.21 | |
| PatchCore2026.06 | 91.65 | 96.97 | 85.68 | |
| DINO-DPMM2026.06 | 90.73 | 96.02 | 85.74 | |
| RD4AD2026.06 | 89.45 | 96.45 | 85.86 | |
| STFPM2026.06 | 83.04 | 95.62 | 83.02 | |
| UTRAD2026.06 | 82.92 | 92.61 | 72.29 | |
| SimpleNet2026.06 | 82.52 | 94.76 | 78.38 | |
| MKD2026.06 | 81.47 | 89.44 | 67.59 | |
| PaDiM2026.06 | 79.02 | 94.37 | 76.41 | |
| DRAEM2026.06 | 62.35 | 82.29 | 63.76 |