Medical Anomaly Detection on Retina
94.61Dice ScorerollingUnet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| rollingUnetSetting=Supervised2026.03 | 94.61 | — | |
| MedSAD-CLIPSetting=Supervised2026.03 | 93.18 | 97.37 | |
| MadCLIPSetting=Supervised2026.03 | 93.07 | 95.65 | |
| MVFASetting=Supervised2026.03 | 91.18 | 97.12 | |
| nnUnetSetting=Supervised2026.03 | 91.12 | — | |
| AdaclipSetting=Supervised2026.03 | 89.47 | 96.52 | |
| MadCLIPSetting=Few-shot2026.03 | 85.22 | 83.48 | |
| AaclipSetting=Supervised2026.03 | 73 | 95.65 | |
| MVFASetting=Few-shot2026.03 | 66.93 | 79.82 | |
| BGADSetting=Supervised2026.03 | 63.82 | 97.31 | |
| AaclipSetting=Zero-shot2026.03 | 47.98 | 73.91 | |
| BGADSetting=Few-shot2026.03 | 44.58 | 97.03 | |
| AdaclipSetting=Zero-shot2026.03 | 38.62 | 61.74 | |
| AnomalyclipSetting=Zero-shot2026.03 | 37.25 | 60.86 | |
| AnomalyclipSetting=Supervised2026.03 | 34.26 | 80.86 |