3D Medical Image Segmentation on BraTS
86.4Average ScorennFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| nnFormerParam=150.52026.03 | 86.4 | 91.3 | 81.8 | 86 | |
| LightMedSeg(Standard Conv)Param=0.662026.03 | 84.8 | 90.9 | 80.3 | 83.9 | |
| LightMedSeg(Ghost Conv)Param=0.482026.03 | 83.4 | 89.8 | 77 | 83.5 | |
| Segformer3DParam=4.52026.03 | 82.1 | 89.9 | 74.2 | 82.2 | |
| UNETRParam=92.492026.03 | 71.1 | 78.9 | 58.5 | 76.1 | |
| TransBTS2026.03 | 69.6 | 77.9 | 57.4 | 73.5 | |
| CoTrParam=41.92026.03 | 68.3 | 74.6 | 55.7 | 74.8 | |
| CoTr w/o CNN Encoder2026.03 | 64.4 | 71.2 | 52.3 | 69.8 | |
| TransUNetParam=96.072026.03 | 64.4 | 70.6 | 54.2 | 68.4 | |
| SETR MLAParam=310.52026.03 | 63.9 | 69.8 | 55.4 | 66.5 | |
| SETR PUPParam=318.312026.03 | 63.8 | 69.6 | 54.9 | 67 | |
| SETR NUPParam=305.672026.03 | 63.7 | 69.7 | 54.4 | 66.9 |