Medical Image Segmentation on ImplantFairy
48.41Dice ScoreImplantMamba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ImplantMambaMethod category=Mamba-based, Param(M)=7.82026.05 | 48.41 | 35.9 | |
| SegMambav2Method category=Mamba-based, Param(M)=138.72026.05 | 46.56 | 34.5 | |
| SegMambaMethod category=Mamba-based, Param(M)=67.42026.05 | 46.39 | 34.1 | |
| 3DUNetMethod category=CNN-based, Param(M)=5.72026.05 | 45.48 | 33.6 | |
| DAF3DMethod category=CNN-based, Param(M)=29.22026.05 | 44.88 | 31.9 | |
| EMNetMethod category=Mamba-based, Param(M)=61.52026.05 | 44.26 | 32.2 | |
| SwinUNETRMethod category=Transformer-based, Param(M)=62.12026.05 | 44.03 | 32.1 | |
| UNETR++Method category=Transformer-based, Param(M)=122.12026.05 | 43.8 | 31.6 | |
| 3DUNet++Method category=CNN-based, Param(M)=6.92026.05 | 43.75 | 31.6 | |
| VNetMethod category=CNN-based, Param(M)=45.62026.05 | 43.23 | 31.1 | |
| UXNetMethod category=CNN-based, Param(M)=53.02026.05 | 42.09 | 30.9 | |
| UNETRMethod category=Transformer-based, Param(M)=93.02026.05 | 41.34 | 28.2 |