Segmentation on BTCV (12% train)
88.6Spleen ScoreTP-Mamba
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TP-MambaTraining Data=12%2024.09 | 88.6 | 90.7 | 81.1 | 42.8 | 52.3 | 95.3 | 59.4 | 85.8 | 80.5 | 59.8 | 45.9 | 37.7 | 35.3 | 65.8 | |
| nnUNetTraining Data=12%2024.09 | 80.7 | 82.8 | 57.3 | 1.9 | 35.3 | 91.2 | 35.4 | 78.4 | 73.6 | 27.1 | 32.4 | 2.4 | 9.5 | 46.8 | |
| UNetrTraining Data=12%2024.09 | 72.4 | 56.7 | 0 | 0 | 0 | 87.9 | 26.4 | 26.7 | 0 | 0 | 0.5 | 0 | 0 | 20.8 | |
| 3D-UX-NetTraining Data=12%2024.09 | 72 | 80.5 | 67.2 | 26.1 | 43.8 | 89.5 | 35.4 | 80.9 | 74.3 | 45.6 | 17.2 | 42.3 | 16.6 | 53.2 | |
| U-MambaTraining Data=12%2024.09 | 66.9 | 72.8 | 58.9 | 20.9 | 51.5 | 90.7 | 36.2 | 78.9 | 71.1 | 42 | 13.6 | 36 | 10.2 | 50 | |
| SwinUNetrTraining Data=12%2024.09 | 64.3 | 79.5 | 58.8 | 7.5 | 45.6 | 90.7 | 37.7 | 79.4 | 69.6 | 49.4 | 26.4 | 38.6 | 32.8 | 52.3 | |
| MA-SAMTraining Data=12%2024.09 | 64.1 | 84 | 75.5 | 33.2 | 55.4 | 92.6 | 45.2 | 84.1 | 72.8 | 58.8 | 37.6 | 30.1 | 33.1 | 59 | |
| SAMedTraining Data=12%2024.09 | 49.6 | 78 | 68 | 33.8 | 50.9 | 89.5 | 41 | 82.3 | 71.3 | 62.3 | 42.4 | 29.9 | 25.5 | 55.7 | |
| MedNeXtTraining Data=12%2024.09 | 42.1 | 76.3 | 62 | 36.1 | 55.6 | 87.5 | 36 | 80.1 | 70 | 58.3 | 37.4 | 29.9 | 24.5 | 53.5 | |
| TransBTSTraining Data=12%2024.09 | 29.3 | 47.1 | 21.6 | 0 | 0 | 90.7 | 11.2 | 17 | 0 | 23.6 | 8.6 | 0 | 0 | 19.2 | |
| VNetTraining Data=12%2024.09 | 1.9 | 54.6 | 0 | 0 | 0 | 81.7 | 25.1 | 36.6 | 1.9 | 0 | 0 | 0 | 0 | 15.5 |