Semantic Segmentation on USforKidneyMSBench
97.25mIoUOmniRad base
Evaluation results
| Method | Links | |
|---|---|---|
| OmniRad baseModel scale=Base models2026.02 | 97.25 | |
| MAE baseModel scale=Base models2026.02 | 97.16 | |
| DINO baseModel scale=Base models2026.02 | 97.13 | |
| DINOv2 baseModel scale=Base models2026.02 | 97.12 | |
| VIT baseModel scale=Base models2026.02 | 97.11 | |
| Radio DINO baseModel scale=Base models2026.02 | 97.11 | |
| DINOv3 smallModel scale=Small models2026.02 | 97.07 | |
| Radio DINO smallModel scale=Small models2026.02 | 97.01 | |
| CLIP baseModel scale=Base models2026.02 | 96.98 | |
| VIT smallModel scale=Small models2026.02 | 96.96 | |
| OmniRad smallModel scale=Small models2026.02 | 96.95 | |
| DINOv3 baseModel scale=Base models2026.02 | 96.94 | |
| DINO smallModel scale=Small models2026.02 | 96.92 | |
| DINOv2 smallModel scale=Small models2026.02 | 96.88 | |
| ENModel scale=Baselines2026.02 | 96.3 | |
| MN-v2Model scale=Baselines2026.02 | 96.1 | |
| RN-18Model scale=Baselines2026.02 | 96 | |
| DN-121Model scale=Baselines2026.02 | 96 | |
| RN-50Model scale=Baselines2026.02 | 95.8 |