Brain Tumor Segmentation on BraTS-Africa Lesion regions (NSD@1.0)
0.603NSD@1.0 (SNFH)nnU-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| nnU-NetDimension=2D2026.04 | 0.603 | 0.609 | 0.713 | |
| Topology-awareModel=Topology-aware2026.04 | 0.755 | 0.79 | 0.85 | |
| nnU-NetDimension=3D, Resolution=full-res2026.04 | 0.796 | 0.787 | 0.849 | |
| Fine-tuned on BraTS-AfricaModel=Fine-tuned on BraTS-Africa2026.04 | 0.805 | 0.776 | 0.842 | |
| MedNeXtModel=MedNeXt2026.04 | 0.809 | 0.778 | 0.836 | |
| EnsembleModel=Ensemble2026.04 | 0.826 | 0.764 | 0.835 |