Brain Tumor Segmentation on BraTS-Africa SSA 2023 (val)
87LW Dice (ET)Ensemble
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EnsemblePre-training=PT, Strategy=Weighted model ensembling2024.12 | 87 | 86.5 | 92.7 | 20.668 | 23.949 | 14.003 | |
| Post-processingPre-training=PT, Strategy=Adaptive post-processing2024.12 | 87 | 86.5 | 92.6 | 20.745 | 23.95 | 4.003 | |
| nnU-NetPre-training=PT, Note=Stratified fine-tuning2024.12 | 86.8 | 86.4 | 92.5 | 20.692 | 23.962 | 14.129 | |
| MedNeXtPre-training=PT2024.12 | 83.8 | 82.9 | 91.6 | 31.409 | 34.709 | 14.16 | |
| nnU-Net (no PT)Pre-training=None2024.12 | 81.3 | 80.8 | 88.6 | 34.884 | 38.239 | 21.507 |