dHCP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Brain injury prediction | dHCP (5-fold cross-val) | Accuracy81.82 | 7 | |
| Cortical surface reconstruction | dHCP Pial Surface neonatal | ASSD (mm)0.121 | 6 | |
| Cortical surface reconstruction | dHCP White Matter Surface neonatal | ASSD (mm)0.107 | 6 | |
| Cortical surface reconstruction | dHCP | Training Runtime (h)15.1 | 6 | |
| Gray Matter Segmentation | dHCP | Dice Score91.2 | 5 | |
| Image Registration | dHCP | Dice78 | 5 | |
| Fetal Brain MR Segmentation | DHCP (test) | DSC91.1 | 3 | |
| Log-Investigation Query Generation | DHCP Complex (test) | F1 Score85.9 | 2 | |
| Log-Investigation Query Generation | DHCP Simple (test) | F1 Score98.9 | 2 | |
| Pose Estimation | dHCP (test) | Metric- | 0 |
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