Medical Image Segmentation on FUMPE
90.84DSCSPD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPDCategory=SAM-based2026.04 | 90.84 | 86.75 | 12.06 | 2.99 | |
| nnUNetCategory=Conventional2026.04 | 84.26 | 80.36 | 15.11 | 3.6 | |
| MSACategory=SAM-based2026.04 | 84.02 | 79.42 | 22.67 | 4.74 | |
| UNetCategory=Conventional2026.04 | 81.73 | 77.35 | 18.47 | 4.67 | |
| MedSAMCategory=SAM-based2026.04 | 80.05 | 75.99 | 30.07 | 8.5 | |
| SAM-RefinerCategory=SAM-based2026.04 | 79.86 | 75.8 | 13.86 | 3.82 | |
| UNet++Category=Conventional2026.04 | 79.72 | 75.42 | 19.04 | 4.47 | |
| SPD2026.04 | 73.48 | — | — | — | |
| TransUNetCategory=Conventional2026.04 | 71.61 | 66.98 | 22.48 | 4.83 | |
| SAM-TuningCategory=SAM-based2026.04 | 68.8 | 68.52 | 93.65 | 54.65 | |
| nnU-Net2026.04 | 66.18 | — | — | — | |
| SAM-Refiner2026.04 | 63.09 | — | — | — | |
| UNet2026.04 | 62.43 | — | — | — | |
| MSA2026.04 | 46.14 | — | — | — | |
| MedSAM2026.04 | 35.33 | — | — | — |