cVAE Diffeomorphic (S3)

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Medical4 results

Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Dice· uses extra data· 2018-12-18
0.812
SOTA
Learning a Probabilistic Model for Diffeomorphic Registration arXiv:1812.07460
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Hausdorff Distance (mm)· uses extra data· 2018-12-18
7.3
best: 8.1 (SyN)
SOTA
Learning a Probabilistic Model for Diffeomorphic Registration arXiv:1812.07460
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
RMSE· uses extra data· 2018-12-18
0.3
SOTA
Learning a Probabilistic Model for Diffeomorphic Registration arXiv:1812.07460
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Grad Det-Jac· uses extra data· 2018-12-18
1.4
best: 9.2 (VoxelMorph)
Learning a Probabilistic Model for Diffeomorphic Registration arXiv:1812.07460