Snapshot of the evaluation workflows for the BraTS 2024 Challenge.
Metrics Overview
| Task | Metrics | Ranking |
|---|---|---|
| Segmentations | Lesion-wise dice, lesions-wise Hausdorff 95% distance (HD95), full dice, full HD95, sensitivity, specificity | Lesion-wise dice, lesion-wise HD95 |
| Inpainting | Structural similarity index measure (SSIM), peak-signal-to-noise-ratio (PSNR), mean-square-error (MSE) | All 3 metrics |
| Augmentations | Full dice, full HD95, sensitivity, specificity | Dice mean, Dice GINI index, HD95 mean, HD95 GINI index |
| Pathology | Matthews correlation coefficient (MCC), F1, sensitivity, specificity | All 4 metrics |