Medical Image Segmentation on TI
73.58DSC (%)SPD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPDCategory=SAM-based2026.04 | 73.58 | 66.22 | 23.94 | 6.79 | |
| SAM-TuningCategory=SAM-based2026.04 | 62.5 | 55.17 | 37.66 | 9.98 | |
| MSACategory=SAM-based2026.04 | 60.31 | 53.21 | 87.86 | 21.06 | |
| MedSAMCategory=SAM-based2026.04 | 57.26 | 51.36 | 78.97 | 22.88 | |
| TransUNetCategory=Conventional2026.04 | 52 | 47.5 | 33.16 | 11.4 | |
| UNet++Category=Conventional2026.04 | 51.82 | 46.72 | 50.57 | 17.87 | |
| nnUNetCategory=Conventional2026.04 | 46.63 | 44.24 | 30.22 | 11.6 | |
| UNetCategory=Conventional2026.04 | 44.22 | 38.63 | 77.15 | 19.27 | |
| SAM-RefinerCategory=SAM-based2026.04 | 27.12 | 21.21 | 114.14 | 37.73 |