Myocardium Segmentation on ACDC (OOD)
80.6DSCSegCNN+DAE+TTA+Atlas
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SegCNN+DAE+TTA+AtlasRefinement Strategy=Baseline + VarDeepPCA2026.06 | 80.6 | 5.8 | 2.1 | |
| BASNetRefinement Strategy=Baseline2026.06 | 80.2 | 10 | 3.5 | |
| BASNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 80.2 | 5.6 | 2.5 | |
| SegCNN+DAE+TTARefinement Strategy=Baseline + VarDeepPCA2026.06 | 79.7 | 5.9 | 2.2 | |
| SegCNN+DAE+TTA+AtlasRefinement Strategy=Baseline2026.06 | 79.7 | 7.3 | 2.8 | |
| AttnUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 79.4 | 6.1 | 2.6 | |
| DSTransUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 79.2 | 6.7 | 2.7 | |
| AttnUNetRefinement Strategy=Baseline2026.06 | 78.4 | 15.3 | 4.3 | |
| SegCNN+DAE+TTARefinement Strategy=Baseline2026.06 | 78.2 | 8.3 | 3.2 | |
| ProbUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 78.1 | 6.4 | 2.6 | |
| VMUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 78 | 6.9 | 2.8 | |
| VMUNetRefinement Strategy=Baseline2026.06 | 77.9 | 9.2 | 3.2 | |
| DSTransUNetRefinement Strategy=Baseline2026.06 | 77.6 | 11.6 | 3.8 | |
| ResUNet++Refinement Strategy=Baseline + VarDeepPCA2026.06 | 77.4 | 7.3 | 2.8 | |
| ResUNet++Refinement Strategy=Baseline2026.06 | 77.1 | 9.3 | 2.9 | |
| UNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 76.8 | 7.2 | 2.9 | |
| PHISegRefinement Strategy=Baseline + VarDeepPCA2026.06 | 74.8 | 6.7 | 2.9 | |
| PHISegRefinement Strategy=Baseline2026.06 | 74.6 | 7.3 | 2.9 | |
| ProbUNetRefinement Strategy=Baseline2026.06 | 74.3 | 21.5 | 6.1 | |
| UNetRefinement Strategy=Baseline2026.06 | 73.5 | 28.6 | 7.7 | |
| SegANRefinement Strategy=Baseline + VarDeepPCA2026.06 | 72.7 | 8.3 | 3.6 | |
| SegANRefinement Strategy=Baseline2026.06 | 72.3 | 11.7 | 4.3 | |
| MedSegDiffRefinement Strategy=Baseline + VarDeepPCA2026.06 | 71 | 8.9 | 4.1 | |
| DeepLabV3+Refinement Strategy=Baseline + VarDeepPCA2026.06 | 70.5 | 9.8 | 4.1 | |
| DeepLabV3+Refinement Strategy=Baseline2026.06 | 70.1 | 13.6 | 5.1 | |
| HierProbUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 70 | 9.4 | 3.5 | |
| MedSegDiffRefinement Strategy=Baseline2026.06 | 69.7 | 12.2 | 4.7 | |
| MedSAMRefinement Strategy=Baseline + VarDeepPCA2026.06 | 63.3 | 6.3 | 2.3 | |
| HierProbUNetRefinement Strategy=Baseline2026.06 | 60.4 | 39.1 | 12 | |
| MedSAMRefinement Strategy=Baseline2026.06 | 60 | 9.5 | 3.1 |