Medical Image Segmentation on KiTS23
70.51Dice ScorennU-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnU-NetDUO=true2026.04 | 70.51 | 63.97 | |
| nnU-NetDUO=false2026.04 | 70.15 | 63.76 | |
| U-MambaDUO=true2026.04 | 68.69 | 62.33 | |
| U-MambaDUO=false2026.04 | 67.85 | 61.67 | |
| Swin-UNETRDUO=true2026.04 | 67.57 | 61.32 | |
| Swin-UNETRDUO=false2026.04 | 66.89 | 60.79 | |
| MedVol-R1Training Stage=SFT+RL2026.05 | 45.46 | 29.42 | |
| MedVol-R1Training Stage=Pure SFT2026.05 | 36.21 | 22.11 | |
| BiomedParseV22026.05 | 32.94 | 19.72 | |
| M3D2026.05 | 30.69 | 18.13 | |
| SAT2026.05 | 28.7 | 16.75 |