3D Brain MRI Tissue Segmentation on Multi-centric 100 3D MRI 1.0 (test)
91.5DSC (WM)Leaf-Dice
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Leaf-Dicesupervision=partially-supervised, satisfies_label_set_axiom=true, metric_type=DSC2021.07 | 91.5 | — | — | 90.7 | 89.6 | 75.3 | 56.6 | 71.4 | 61.5 | 62 | |
| Marginal Dicesupervision=partially-supervised, satisfies_label_set_axiom=true, metric_type=DSC2021.07 | 89.6 | — | — | 87.7 | 87.6 | 66.6 | 43.9 | 37.8 | 39.4 | 11.1 | |
| Soft-target Dicesupervision=partially-supervised, satisfies_label_set_axiom=false, metric_type=DSC2021.07 | 89.5 | — | — | 87.5 | 87.2 | 37.7 | 31.4 | 18.2 | 20.2 | 12 | |
| Baseline 1supervision=fully-supervised, metric_type=DSC2021.07 | 76.4 | — | — | 72.1 | 67.3 | 63.9 | 47.3 | 72.7 | 56 | 51.6 | |
| Baseline 1supervision=fully-supervised, metric_type=HD952021.07 | 3.3 | — | — | 4.8 | 4.9 | 7.3 | 5.3 | 5.8 | 9.1 | 5.1 | |
| Soft-target Dicesupervision=partially-supervised, satisfies_label_set_axiom=false, metric_type=HD952021.07 | 1.7 | — | — | 1.6 | 2.2 | 7.1 | 6.2 | 24.2 | 33.9 | 29.3 | |
| Marginal Dicesupervision=partially-supervised, satisfies_label_set_axiom=true, metric_type=HD952021.07 | 1.7 | — | — | 1.6 | 2.4 | 6.2 | 4.4 | 26.7 | 33.4 | 28.7 | |
| Leaf-Dicesupervision=partially-supervised, satisfies_label_set_axiom=true, metric_type=HD952021.07 | 1.5 | — | — | 1.4 | 1.7 | 5.4 | 3.9 | 7.3 | 7.9 | 2.9 |