Medical Image Segmentation on MSD Hippocampus (test)
89.82Dice (Ant.)Teacher
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Teacherbackbone=full-capacity nnU-Net with a residual encoder, Params=100.22M, FLOPs=569.02G2026.01 | 89.82 | — | — | 88.16 | 89 | |
| ReCo-KDchannel scaling=t=3, Params=1.57M, FLOPs=9.17G2026.01 | 89.7 | — | — | 88.15 | 88.93 | |
| 3D UX-NetParams=53.00M, FLOPs=631.97G2026.01 | 89.33 | — | — | 87.64 | 88.49 | |
| Student Baselinechannel scaling=t=3, Params=1.57M, FLOPs=9.17G2026.01 | 88.66 | — | — | 86.79 | 87.72 | |
| SwinUNETRParams=69.19M, FLOPs=337.61G2026.01 | 88.61 | — | — | 87.12 | 87.87 | |
| UNETR++Params=42.62M, FLOPs=53.99G2026.01 | 88.51 | — | — | 87.01 | 87.76 | |
| SwinUNETRv2Params=83.19M, FLOPs=353.61G2026.01 | 88.48 | — | — | 86.86 | 87.67 | |
| TransBTSParams=31.58M, FLOPs=110.34G2026.01 | 88.39 | — | — | 86.68 | 87.54 | |
| UNETRParams=92.78M, FLOPs=82.60G2026.01 | 88.01 | — | — | 86.34 | 87.18 | |
| nnFormerParams=149.25M, FLOPs=213.60G2026.01 | 87.58 | — | — | 85.84 | 86.71 | |
| SegFormer3DParams=4.50M, FLOPs=5.03G2026.01 | 87.44 | — | — | 85.48 | 86.46 | |
| SlimUNETRParams=1.79M, FLOPs=20.17G2026.01 | 87.19 | — | — | 85.38 | 86.29 | |
| nnU-NetEvaluation Mode=Test Set Submission2018.09 | — | 90.37 | 88.95 | — | — |