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Average runtime to register one pair of images by different registration methods
| Methods | NiftyReg | ANTs (SyN) | VoxelMorph | LapIRN | ProbMultilayer | MDReg‐Net (CPU) | MDReg‐Net |
|---|---|---|---|---|---|---|---|
| Avg. time (s) | 257 | 1,071 | 3.82 | 6.46 | 4.29 | 74.07 | 4.67 |
Note: NiftyReg, ANTs, and MDReg‐Net (CPU) run on one Intel Xeon E5‐2660 CPU, while VoxelMorph, ProbMultilayer, and our method (MDReg‐Net) run on one NVIDIA TITAN Xp GPU, and LapIRN run on one NVIDIA TITAN RTX GPU.
