VoxelMorph

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

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

Medical5 results

Medical Image RegistrationonIXI
DSC· 2018-09-14
0.714
best: 0.767 (LL_Net)
SOTA
VoxelMorph: A Learning Framework for Deformable Medical Image Registration arXiv:1809.05231
Medical Image RegistrationonOASIS
DSC· 2018-09-14
0.788
best: 0.818 (TransMorph)
SOTA
VoxelMorph: A Learning Framework for Deformable Medical Image Registration arXiv:1809.05231
Medical Image RegistrationonOASIS
val dsc· 2018-09-14
84.7
best: 86.7 (EfficientMorph)
SOTA
VoxelMorph: A Learning Framework for Deformable Medical Image Registration arXiv:1809.05231
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Dice Score· 2018-09-14
76.3
SOTA
VoxelMorph: A Learning Framework for Deformable Medical Image Registration arXiv:1809.05231
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Grad Det-Jac· uses extra data· 2018-09-14
9.2
SOTA
VoxelMorph: A Learning Framework for Deformable Medical Image Registration arXiv:1809.05231