Medical Anomaly Detection on Brain
89.47Dice ScoreMedSAD-CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MedSAD-CLIPSetting=Supervised2026.03 | 89.47 | 96.34 | |
| nnUnetSetting=Supervised2026.03 | 85.94 | — | |
| BGADSetting=Supervised2026.03 | 68.91 | 95.18 | |
| rollingUnetSetting=Supervised2026.03 | 67.49 | — | |
| MVFASetting=Supervised2026.03 | 64.71 | 92.68 | |
| MadCLIPSetting=Supervised2026.03 | 52.7 | 93.98 | |
| MVFASetting=Few-shot2026.03 | 48.34 | 54.87 | |
| AdaclipSetting=Supervised2026.03 | 46.99 | 48.19 | |
| AaclipSetting=Supervised2026.03 | 44.1 | 85.54 | |
| AdaclipSetting=Zero-shot2026.03 | 43.52 | 56.63 | |
| AnomalyclipSetting=Zero-shot2026.03 | 43.25 | 53.01 | |
| MadCLIPSetting=Few-shot2026.03 | 38.55 | 81.93 | |
| BGADSetting=Few-shot2026.03 | 35.66 | 90.36 | |
| AnomalyclipSetting=Supervised2026.03 | 31.85 | 53.01 | |
| AaclipSetting=Zero-shot2026.03 | 22.68 | 55.42 |