SyN

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 RegistrationonCUMC12
Mean target overlap ratio
0.514
best: 0.52 (Metric Net (Local Reg))
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Dice· uses extra data
0.801
best: 0.812 (cVAE Diffeomorphic (S3))
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Grad Det-Jac· uses extra data
3.4
best: 9.2 (VoxelMorph)
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Hausdorff Distance (mm)· uses extra data
8.1
Medical Image RegistrationonAutomatic Cardiac Diagnosis Challenge (ACDC)
RMSE· uses extra data
0.32
best: 0.3 (cVAE Diffeomorphic (S3))