Across-modality Synthesis (T2-weighted MRI to CT) on Pelvic MRI-CT dataset (test)
28.45PSNRResViT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ResViT2021.06 | 28.45 | 0.931 | |
| MedM2G2024.03 | 28.13 | 0.8999 | |
| A-UNet2021.06 | 27.8 | 0.913 | |
| TransUNet2021.06 | 27.76 | 0.914 | |
| SAGAN2021.06 | 27.61 | 0.91 | |
| MedM2G2024.03 | 27.45 | 0.8923 | |
| SynDiffSource Modality=T2, Target Modality=CT2022.07 | 26.86 | 0.8794 | |
| SynDiff2024.03 | 26.86 | 0.8794 | |
| pGAN2021.06 | 26.8 | 0.905 | |
| SynDiffSource Modality=Accelerated T2, Target Modality=CT2022.07 | 26.71 | 0.8732 | |
| SynDiff2024.03 | 26.71 | 0.8732 | |
| pix2pix2021.06 | 26.53 | 0.898 | |
| medSynth2021.06 | 26.36 | 0.894 | |
| PTNet2021.06 | 26.11 | 0.9 | |
| UNITSource Modality=T2, Target Modality=CT2022.07 | 26.1 | 0.864 | |
| cGAN2024.03 | 26.1 | 0.8491 | |
| UNITSource Modality=Accelerated T2, Target Modality=CT2022.07 | 25.2 | 0.8483 | |
| UNIT2024.03 | 25.2 | 0.8483 | |
| cGANSource Modality=T2, Target Modality=CT2022.07 | 25.07 | 0.8491 | |
| UNIT2024.03 | 25.07 | 0.864 | |
| DDPMSource Modality=T2, Target Modality=CT2022.07 | 24.66 | 0.8324 | |
| MUNIT2024.03 | 24.66 | 0.7742 | |
| DDPMSource Modality=Accelerated T2, Target Modality=CT2022.07 | 24.35 | 0.8325 | |
| DDPM2024.03 | 24.35 | 0.8325 | |
| AttGANSource Modality=Accelerated T2, Target Modality=CT2022.07 | 23.91 | 0.7647 | |
| AttGAN2024.03 | 23.91 | 0.7647 | |
| AttGANSource Modality=T2, Target Modality=CT2022.07 | 23.81 | 0.7435 | |
| AttGAN2024.03 | 23.81 | 0.7435 | |
| MUNITSource Modality=Accelerated T2, Target Modality=CT2022.07 | 23.44 | 0.7788 | |
| MUNIT2024.03 | 23.44 | 0.7788 | |
| MUNITSource Modality=T2, Target Modality=CT2022.07 | 22.9 | 0.7742 | |
| SAGAN2024.03 | 22.9 | 0.6777 | |
| UNIT-DDPMSource Modality=Accelerated T2, Target Modality=CT2022.07 | 21.89 | 0.7769 | |
| UNIT-DDPM2024.03 | 21.89 | 0.7769 | |
| UNIT-DDPMSource Modality=T2, Target Modality=CT2022.07 | 21.49 | 0.8023 | |
| DDPM2024.03 | 21.49 | 0.8324 | |
| cGANSource Modality=Accelerated T2, Target Modality=CT2022.07 | 21.24 | 0.6962 | |
| cGAN2024.03 | 21.24 | 0.6962 | |
| SAGANSource Modality=T2, Target Modality=CT2022.07 | 21.03 | 0.6777 | |
| UNIT-DDPM2024.03 | 21.03 | 0.8023 | |
| SAGANSource Modality=Accelerated T2, Target Modality=CT2022.07 | 19.61 | 0.6192 | |
| SAGAN2024.03 | 19.61 | 0.6192 |