Myocardium Segmentation on ACMRI (OOD)
81.9DSCSegCNN+DAE+TTA+Atlas
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SegCNN+DAE+TTA+AtlasRefinement Strategy=Baseline + VarDeepPCA2026.06 | 81.9 | 7.5 | 2.6 | |
| DSTransUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 81.8 | 7.4 | 3.2 | |
| BASNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 81.2 | 7.2 | 3.1 | |
| BASNetRefinement Strategy=Baseline2026.06 | 81.1 | 9.1 | 3.4 | |
| DSTransUNetRefinement Strategy=Baseline2026.06 | 81 | 8.3 | 3.2 | |
| UNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 80.4 | 8.1 | 3.6 | |
| SegCNN+DAE+TTARefinement Strategy=Baseline + VarDeepPCA2026.06 | 80.4 | 7.8 | 2.7 | |
| SegCNN+DAE+TTA+AtlasRefinement Strategy=Baseline2026.06 | 80.4 | 9.3 | 3.4 | |
| ResUNet++Refinement Strategy=Baseline + VarDeepPCA2026.06 | 79.6 | 8.5 | 3.5 | |
| SegCNN+DAE+TTARefinement Strategy=Baseline2026.06 | 79.3 | 10.3 | 3.7 | |
| AttnUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 78.6 | 8.2 | 3.4 | |
| VMUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 78.3 | 7.9 | 3.1 | |
| ResUNet++Refinement Strategy=Baseline2026.06 | 78.2 | 11.8 | 4.1 | |
| VMUNetRefinement Strategy=Baseline2026.06 | 78.2 | 8.3 | 3.1 | |
| ProbUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 77.9 | 7.6 | 3.2 | |
| HierProbUNetRefinement Strategy=Baseline + VarDeepPCA2026.06 | 76.6 | 8.8 | 3.7 | |
| AttnUNetRefinement Strategy=Baseline2026.06 | 75.5 | 17.7 | 5.6 | |
| UNetRefinement Strategy=Baseline2026.06 | 75.2 | 26 | 7.9 | |
| MedSAMRefinement Strategy=Baseline + VarDeepPCA2026.06 | 74.1 | 6.2 | 2.1 | |
| ProbUNetRefinement Strategy=Baseline2026.06 | 73.4 | 21.3 | 6.4 | |
| MedSegDiffRefinement Strategy=Baseline + VarDeepPCA2026.06 | 73 | 9.5 | 4.3 | |
| PHISegRefinement Strategy=Baseline + VarDeepPCA2026.06 | 73 | 8.3 | 3.2 | |
| PHISegRefinement Strategy=Baseline2026.06 | 72.9 | 8.7 | 3.2 | |
| SegANRefinement Strategy=Baseline + VarDeepPCA2026.06 | 72.3 | 8.5 | 3.4 | |
| MedSegDiffRefinement Strategy=Baseline2026.06 | 71.7 | 11.5 | 4.7 | |
| DeepLabV3+Refinement Strategy=Baseline + VarDeepPCA2026.06 | 71.3 | 9.3 | 3.9 | |
| MedSAMRefinement Strategy=Baseline2026.06 | 71.3 | 8.8 | 3.3 | |
| SegANRefinement Strategy=Baseline2026.06 | 71 | 10.9 | 4 | |
| HierProbUNetRefinement Strategy=Baseline2026.06 | 71 | 25.7 | 7.8 | |
| DeepLabV3+Refinement Strategy=Baseline2026.06 | 69.9 | 11.8 | 4.5 |