Myocardium Segmentation on CAP (ID)
91.8DSCDSTransUNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DSTransUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 91.8 | 3 | 1.2 | |
| SegANRefinement Strategy=Baseline + VarDeepPCA2026.06 | 91.7 | 3.2 | 1.3 | |
| SegANRefinement Strategy=Baseline2026.06 | 91.6 | 3.3 | 1.3 | |
| DSTransUNetRefinement Strategy=Baseline2026.06 | 91.5 | 3.5 | 1.3 | |
| BASNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 91.4 | 3.1 | 1.3 | |
| BASNetRefinement Strategy=Baseline2026.06 | 91.3 | 3.2 | 1.4 | |
| AttnUNetRefinement Strategy=Baseline2026.06 | 90.9 | 3.6 | 1.5 | |
| AttnUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 90.9 | 3.5 | 1.4 | |
| VMUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 90.6 | 3.4 | 1.4 | |
| SegCNN+DAE+TTA+AtlasRefinement Strategy=Baseline2026.06 | 90.6 | 3.6 | 1.4 | |
| SegCNN+DAE+TTA+AtlasRefinement Strategy=Baseline + VarDeepPCA2026.06 | 90.6 | 3.6 | 1.4 | |
| VMUNetRefinement Strategy=Baseline2026.06 | 90.4 | 3.5 | 1.4 | |
| SegCNN+DAE+TTARefinement Strategy=Baseline + VarDeepPCA2026.06 | 90.2 | 3.7 | 1.6 | |
| ProbUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 90.1 | 3.6 | 1.5 | |
| SegCNN+DAE+TTARefinement Strategy=Baseline2026.06 | 90.1 | 3.8 | 1.7 | |
| UNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 90 | 3.8 | 1.5 | |
| ResUNet++Refinement Strategy=Baseline + VarDeepPCA2026.06 | 89.7 | 3.8 | 1.5 | |
| UNetRefinement Strategy=Baseline2026.06 | 89.6 | 6.2 | 2.3 | |
| ProbUNetRefinement Strategy=Baseline2026.06 | 89.3 | 4.4 | 1.8 | |
| HierProbUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 89.2 | 3.9 | 1.6 | |
| ResUNet++Refinement Strategy=Baseline2026.06 | 89.1 | 4.2 | 1.6 | |
| PHISegRefinement Strategy=Baseline2026.06 | 88.9 | 3.9 | 1.6 | |
| PHISegRefinement Strategy=Baseline + VarDeepPCA2026.06 | 88.9 | 3.9 | 1.5 | |
| DeepLabV3+Refinement Strategy=Baseline + VarDeepPCA2026.06 | 88.8 | 4.1 | 1.7 | |
| DeepLabV3+Refinement Strategy=Baseline2026.06 | 88.4 | 4.4 | 1.8 | |
| MedSegDiffRefinement Strategy=Baseline + VarDeepPCA2026.06 | 88.1 | 4.2 | 1.9 | |
| MedSegDiffRefinement Strategy=Baseline2026.06 | 87.1 | 4.3 | 1.9 | |
| HierProbUNetRefinement Strategy=Baseline2026.06 | 86.7 | 6.2 | 2.3 | |
| MedSAMRefinement Strategy=Baseline + VarDeepPCA2026.06 | 68.6 | 6.5 | 3.8 | |
| MedSAMRefinement Strategy=Baseline2026.06 | 62.9 | 10.4 | 4.1 |