Fetal Head Segmentation on FetalPlanes (OOD)
96.8DSCBASNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BASNetConfiguration=Baseline2026.06 | 96.8 | 5.9 | 2.4 | |
| BASNetConfiguration=Baseline + VarDeepPCA2026.06 | 96.8 | 5 | 2.3 | |
| MedSegDiffConfiguration=Baseline + VarDeepPCA2026.06 | 96.7 | 5 | 2.3 | |
| AttnUNetConfiguration=Baseline + VarDeepPCA2026.06 | 96.6 | 5.1 | 2.3 | |
| VMUNetConfiguration=Baseline + VarDeepPCA2026.06 | 96.6 | 5.1 | 2.3 | |
| UNetConfiguration=Baseline + VarDeepPCA2026.06 | 96.5 | 5.2 | 2.4 | |
| DeepLabV3+Configuration=Baseline + VarDeepPCA2026.06 | 96.5 | 5.5 | 2.5 | |
| SegANConfiguration=Baseline + VarDeepPCA2026.06 | 96.5 | 5.2 | 2.4 | |
| PHISegConfiguration=Baseline + VarDeepPCA2026.06 | 96.4 | 5.3 | 2.4 | |
| HierProbUNetConfiguration=Baseline + VarDeepPCA2026.06 | 96.4 | 5.3 | 2.4 | |
| SegCNN+DAE+TTA+AtlasConfiguration=Baseline + VarDeepPCA2026.06 | 96.4 | 5.2 | 2.4 | |
| DSTransUNetConfiguration=Baseline + VarDeepPCA2026.06 | 96.3 | 5.4 | 2.5 | |
| SegANConfiguration=Baseline2026.06 | 96.1 | 7.2 | 3.3 | |
| SegCNN+DAE+TTAConfiguration=Baseline + VarDeepPCA2026.06 | 96.1 | 5.7 | 2.6 | |
| ResUNet++Configuration=Baseline + VarDeepPCA2026.06 | 96 | 5.7 | 2.8 | |
| MedSegDiffConfiguration=Baseline2026.06 | 96 | 7.2 | 2.7 | |
| Mean of BaselinesConfiguration=Baseline + VarDeepPCA2026.06 | 96 | 5.8 | 2.8 | |
| SegCNN+DAE+TTA+AtlasConfiguration=Baseline2026.06 | 95.8 | 8 | 2.8 | |
| DSTransUNetConfiguration=Baseline2026.06 | 95.6 | 8.2 | 3.1 | |
| VMUNetConfiguration=Baseline2026.06 | 95.6 | 8.7 | 3.4 | |
| PHISegConfiguration=Baseline2026.06 | 95.6 | 7.2 | 2.9 | |
| SegCNN+DAE+TTAConfiguration=Baseline2026.06 | 95.3 | 8.5 | 3.1 | |
| ProbUNetConfiguration=Baseline + VarDeepPCA2026.06 | 94.9 | 6.6 | 3.3 | |
| HierProbUNetConfiguration=Baseline2026.06 | 94.5 | 14.1 | 4.9 | |
| Mean of BaselinesConfiguration=Baseline2026.06 | 94.2 | 12.7 | 4.7 | |
| DeepLabV3+Configuration=Baseline2026.06 | 94.1 | 14.3 | 5 | |
| ProbUNetConfiguration=Baseline2026.06 | 93.9 | 14.1 | 4.9 | |
| AttnUNetConfiguration=Baseline2026.06 | 93.2 | 13.6 | 4.2 | |
| MedSAMConfiguration=Baseline + VarDeepPCA2026.06 | 91.8 | 10.5 | 6.1 | |
| MedSAMConfiguration=Baseline2026.06 | 91.5 | 13.3 | 6.6 | |
| UNetConfiguration=Baseline2026.06 | 89.4 | 38.5 | 12.1 | |
| ResUNet++Configuration=Baseline2026.06 | 84.9 | 42.4 | 15.6 |