Multi-contrast MRI Synthesis (T2, PD -> T1) on IXI (test)
32.45PSNRMedM2G
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedM2GInput=T2+PD, Output=T12024.03 | 32.45 | 0.9764 | |
| CoLa-DiffInput=T2+PD, Output=T12024.03 | 30.21 | 0.9449 | |
| CoLa-Diff2023.03 | 30.2 | 0.9449 | |
| ResViT2021.06 | 29.58 | 0.952 | |
| A-UNet2021.06 | 28.95 | 0.916 | |
| Hi-Net2023.03 | 28.89 | 0.9378 | |
| Hi-NetInput=T2+PD, Output=T12024.03 | 28.89 | 0.9378 | |
| ResViTModel Type=Unified (many-to-one)2021.06 | 28.8 | 0.946 | |
| PGAN2021.06 | 28.71 | 0.941 | |
| SAGAN2021.06 | 28.62 | 0.942 | |
| medSynth2021.06 | 28.43 | 0.938 | |
| pix2pix2021.06 | 28.35 | 0.949 | |
| TransUNet2021.06 | 28.21 | 0.941 | |
| pGANModel Type=Unified (many-to-one)2021.06 | 27.86 | 0.937 | |
| PTNet2021.06 | 27.59 | 0.923 | |
| MM-GAN2023.03 | 27.32 | 0.9235 | |
| MM-GANInput=T2+PD, Output=T12024.03 | 27.32 | 0.9235 | |
| MM-GANModel Type=Unified (many-to-one)2021.06 | 27.23 | 0.925 | |
| TransUNetModel Type=Unified (many-to-one)2021.06 | 26.86 | 0.93 | |
| ProvoGAN2023.03 | 24.21 | 0.9046 | |
| ProvoGANInput=T2+PD, Output=T12024.03 | 24.21 | 0.9046 | |
| LDM2023.03 | 24.19 | 0.8875 | |
| LDMInput=T2+PD, Output=T12024.03 | 24.19 | 0.8875 |