Brain Tumor Segmentation on Nine Heterogeneous Hospital Datasets (test)
0.864Dice (ET)TwinSegNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TwinSegNetMode=Digital Twin (DT)2025.12 | 0.864 | 0.881 | 0.94 | 0.9 | |
| nn-UNet2025.12 | 0.845 | 0.878 | 0.928 | 0.88 | |
| TwinSegNetMode=Global2025.12 | 0.844 | 0.851 | 0.931 | 0.87 | |
| nnU-net with expert knowledge2025.12 | 0.82 | 0.878 | 0.927 | 0.87 | |
| Transunet2025.12 | 0.812 | 0.855 | 0.917 | 0.86 |