Medical Image Segmentation on Brain MRI
75.7IoUPRS-Med
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRS-Med2025.05 | 75.7 | 80.3 | — | |
| G-Dino + SAM-Med2D2025.05 | 62.5 | 66.7 | — | |
| Saliency Maps + SAMsupervision level=zero-shot2024.03 | 50.3 | 66.72 | 81.35 | |
| ResUNetsupervision level=full supervision2024.03 | 45.93 | 62.57 | 79.85 | |
| ResUNetsupervision level=weak supervision2024.03 | 42.17 | 58.8 | 78.25 | |
| LISA-7BParameters=7B2025.05 | 40.2 | 47.8 | — | |
| Saliency Mapssupervision level=zero-shot2024.03 | 39.12 | 53.06 | 75.89 | |
| LISA-13BParameters=13B2025.05 | 35.7 | 43.9 | — | |
| Biomedparse2025.05 | 24.5 | 29.4 | — |