Affine only

Reported on 5 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical5 results

Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
CPU (sec)
0
best: 9059 (ANTs (SyN))
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Dice (Average)
0.584
best: 0.755 (NiftyReg (CC))
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Dice (SE)
0.157
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
GPU sec
0
best: 0.47 (VoxelMorph-diff)
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Neg Jacob Det
0
best: 33838 (NiftyReg (CC))