Medical Image Registration on Brain holdout (test)
78Dice ScoreVoxelMorph
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VoxelMorphGPU Memory (Mb)=317, Trainable Parameters (bytes)=524181, Inference Time (case/s)=0.232026.03 | 78 | 8.45 | 3.11 | |
| GridRegGPU Memory (Mb)=240, Trainable Parameters (bytes)=252960, Inference Time (case/s)=0.232026.03 | 78 | 8.21 | 3.05 | |
| TransMorphGPU Memory (Mb)=486, Trainable Parameters (bytes)=41476659, Inference Time (case/s)=0.252026.03 | 77 | 8.7 | 3.8 | |
| KeyMorphGPU Memory (Mb)=378, Trainable Parameters (bytes)=1410329, Inference Time (case/s)=0.242026.03 | 77 | 8.35 | 2.97 | |
| Original2026.03 | 70 | 8.67 | 4.16 | |
| ANTs SyNInference Time (case/s)=8.082026.03 | 69 | 8.92 | 3.98 |