Medical Image Registration on Pelvis holdout (test)
79Dice Similarity CoefficientKeyMorph
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KeyMorphGPU Memory (Mb)=225, Trainable Parameters (bytes)=1410329, Inference Time (case/s)=0.242026.03 | 79 | 4.14 | |
| GridRegGPU Memory (Mb)=128, Trainable Parameters (bytes)=252960, Inference Time (case/s)=0.232026.03 | 78 | 4.52 | |
| VoxelMorphGPU Memory (Mb)=168, Trainable Parameters (bytes)=524181, Inference Time (case/s)=0.232026.03 | 73 | 5.99 | |
| TransMorphGPU Memory (Mb)=333, Trainable Parameters (bytes)=41476659, Inference Time (case/s)=0.252026.03 | 73 | 4.47 | |
| ANTs SyNInference Time (case/s)=8.082026.03 | 69 | 6.03 | |
| Original2026.03 | 53 | 10.65 |