VoxelMorph-diff

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 RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
CPU (sec)· 2019-03-08
84.2
best: 9059 (ANTs (SyN))
SOTA
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces arXiv:1903.03545
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Dice (Average)· 2019-03-08
0.754
best: 0.755 (NiftyReg (CC))
SOTA
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces arXiv:1903.03545
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Dice (SE)· 2019-03-08
0.139
best: 0.157 (Affine only)
SOTA
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces arXiv:1903.03545
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
GPU sec· 2019-03-08
0.47
SOTA
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces arXiv:1903.03545
Medical Image RegistrationonOASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP
Neg Jacob Det· 2019-03-08
0.2
best: 33838 (NiftyReg (CC))
SOTA
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces arXiv:1903.03545