Unsupervised Cardiac MR Registration on ACDC ES→ED
84.68Mean Dice ScoreFlowReg
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowRegRefinement steps=10, Time (s)=1.302026.03 | 84.68 | 92.15 | 44 | 0.4 | |
| FlowRegRefinement steps=2, Time (s)=0.192026.03 | 84.27 | 91.86 | 38 | 0.39 | |
| CMLPTime (s)=0.052026.03 | 83.88 | 91.6 | 24 | 0.32 | |
| FlowRegRefinement steps=1, Time (s)=0.062026.03 | 82.94 | 91.27 | 30 | 0.36 | |
| FSDRTime (s)=0.022026.03 | 81.06 | 90.39 | 25 | 0.32 | |
| DiffuseReg2026.03 | 78.89 | 83.62 | 51 | 1.74 | |
| FractMorph2026.03 | 75.15 | 86.45 | 5 | 0.15 | |
| VoxelMorph2026.03 | 74.88 | 86.08 | 2 | 0.14 | |
| Demons2026.03 | 71.23 | 83.43 | 77 | 0.4 | |
| XMorpher2026.03 | 70.09 | 84.96 | 2 | 0.13 | |
| TransMorph2026.03 | 68.11 | 82.87 | 6 | 0.15 | |
| ANTs2026.03 | 65.98 | 83.7 | 93 | 0.08 | |
| Fourier-Net2026.03 | 60.68 | 83.09 | 0 | 0.03 | |
| TransMatch2026.03 | 47.25 | 86.19 | 3 | 0.14 |