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ResearchFormerly WizWand

Across-modality Synthesis (T2-weighted MRI to CT) on Pelvic MRI-CT dataset (test)

28.45PSNRResViT
19.256421.643224.0326.4168Jun 30, 2021Dec 10, 2021May 23, 2022Nov 2, 2022Apr 15, 2023Sep 25, 2023Mar 7, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ResViT2021.0628.450.931
MedM2G2024.0328.130.8999
A-UNet2021.0627.80.913
TransUNet2021.0627.760.914
SAGAN2021.0627.610.91
MedM2G2024.0327.450.8923
SynDiffSource Modality=T2, Target Modality=CT2022.0726.860.8794
SynDiff2024.0326.860.8794
pGAN2021.0626.80.905
SynDiffSource Modality=Accelerated T2, Target Modality=CT2022.0726.710.8732
SynDiff2024.0326.710.8732
pix2pix2021.0626.530.898
medSynth2021.0626.360.894
PTNet2021.0626.110.9
UNITSource Modality=T2, Target Modality=CT2022.0726.10.864
cGAN2024.0326.10.8491
UNITSource Modality=Accelerated T2, Target Modality=CT2022.0725.20.8483
UNIT2024.0325.20.8483
cGANSource Modality=T2, Target Modality=CT2022.0725.070.8491
UNIT2024.0325.070.864
DDPMSource Modality=T2, Target Modality=CT2022.0724.660.8324
MUNIT2024.0324.660.7742
DDPMSource Modality=Accelerated T2, Target Modality=CT2022.0724.350.8325
DDPM2024.0324.350.8325
AttGANSource Modality=Accelerated T2, Target Modality=CT2022.0723.910.7647
AttGAN2024.0323.910.7647
AttGANSource Modality=T2, Target Modality=CT2022.0723.810.7435
AttGAN2024.0323.810.7435
MUNITSource Modality=Accelerated T2, Target Modality=CT2022.0723.440.7788
MUNIT2024.0323.440.7788
MUNITSource Modality=T2, Target Modality=CT2022.0722.90.7742
SAGAN2024.0322.90.6777
UNIT-DDPMSource Modality=Accelerated T2, Target Modality=CT2022.0721.890.7769
UNIT-DDPM2024.0321.890.7769
UNIT-DDPMSource Modality=T2, Target Modality=CT2022.0721.490.8023
DDPM2024.0321.490.8324
cGANSource Modality=Accelerated T2, Target Modality=CT2022.0721.240.6962
cGAN2024.0321.240.6962
SAGANSource Modality=T2, Target Modality=CT2022.0721.030.6777
UNIT-DDPM2024.0321.030.8023
SAGANSource Modality=Accelerated T2, Target Modality=CT2022.0719.610.6192
SAGAN2024.0319.610.6192