Segmentation on BTCV 25% (train)
94.5SpleTP-Mamba
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TP-MambaTraining Data=25%2024.09 | 94.5 | 93.4 | 93.7 | 75.8 | 63.1 | 96.4 | 77.2 | 87.2 | 85.2 | 73.2 | 78.9 | 60.9 | 56.7 | 79.7 | |
| MA-SAMTraining Data=25%2024.09 | 90.9 | 92.5 | 92.7 | 74.2 | 63.8 | 95.9 | 63.6 | 86.6 | 81.8 | 71.1 | 70.6 | 57.2 | 53.4 | 76.5 | |
| SAMedTraining Data=25%2024.09 | 90.8 | 89.2 | 90 | 62.1 | 64.4 | 94.4 | 64.5 | 87 | 78.8 | 69.2 | 70 | 56.6 | 52.8 | 74.6 | |
| U-MambaTraining Data=25%2024.09 | 87.2 | 87.6 | 87.4 | 46.6 | 63.5 | 92.8 | 42.6 | 82.9 | 74.5 | 66.7 | 64.9 | 48.5 | 46.2 | 68.6 | |
| nnUNetTraining Data=25%2024.09 | 84.2 | 90.8 | 91 | 42.6 | 45.4 | 94.5 | 52.4 | 81.4 | 78.8 | 61.8 | 63.4 | 57.7 | 50 | 68.8 | |
| SwinUNetrTraining Data=25%2024.09 | 83 | 89.8 | 89.2 | 36.1 | 55.2 | 90.3 | 59.2 | 83.6 | 77.2 | 65.2 | 60.8 | 60.4 | 54.1 | 69.5 | |
| MedNeXtTraining Data=25%2024.09 | 81.3 | 91.4 | 90.1 | 52.6 | 57.1 | 92.8 | 50.8 | 84.4 | 78.7 | 68.4 | 64.7 | 63.3 | 59.1 | 71.9 | |
| UNetrTraining Data=25%2024.09 | 78.1 | 86.2 | 80.1 | 0 | 0 | 90.6 | 42.1 | 78.6 | 64.4 | 40.4 | 46.7 | 0 | 0 | 45.1 | |
| 3D-UX-NetTraining Data=25%2024.09 | 76.4 | 87.8 | 88.3 | 53.1 | 64 | 94.1 | 47.8 | 85.5 | 81.2 | 66.7 | 59 | 58.9 | 56.6 | 70.7 | |
| VNetTraining Data=25%2024.09 | 74.1 | 85 | 81.5 | 44.7 | 0 | 86.8 | 46.7 | 77.1 | 76.4 | 0.2 | 32.1 | 0 | 0 | 47.6 | |
| TransBTSTraining Data=25%2024.09 | 62.3 | 80.4 | 73.1 | 40.7 | 0 | 94.7 | 25 | 73.5 | 62.1 | 46.4 | 27.9 | 0 | 0 | 45.1 |