MRI Synthesis (T1, T2 to FLAIR) on BraTS 2018
37.41PSNRCSCl4Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CSCl4Net2021.03 | 37.41 | 93.44 | — | |
| 3D-CGANLearning Strategy=unsupervised2021.03 | 33.74 | 87.63 | — | |
| V-USLearning Strategy=unsupervised2021.03 | 31.87 | 83.41 | — | |
| MSGANLearning Strategy=supervised2021.03 | 31.81 | 86.53 | — | |
| cycleGANLearning Strategy=unsupervised2021.03 | 31.37 | 81.29 | — | |
| MIMECSLearning Strategy=supervised2021.03 | 30.5 | 79.44 | — | |
| JRS-NetJoint Reconstruction=false2022.04 | 26.19 | 86.77 | 2.05 | |
| ResViT2021.06 | 25.84 | 88.6 | — | |
| JRS-NetJoint Reconstruction=true2022.04 | 25.74 | 85.97 | 2.15 | |
| Hi-Net2022.04 | 25.03 | 84.99 | 2.54 | |
| pGAN2021.06 | 24.89 | 86.7 | — | |
| SAGAN2021.06 | 24.62 | 86.9 | — | |
| A-UNet2021.06 | 24.36 | 85.7 | — | |
| TransUNet2021.06 | 24.34 | 87.2 | — | |
| pix2pix2021.06 | 24.31 | 86.2 | — | |
| MMGradAdv2022.04 | 24.03 | 75.86 | 5.83 | |
| medSynth2021.06 | 23.93 | 86.3 | — | |
| PTNet2021.06 | 23.78 | 85.1 | — | |
| MM-GAN2022.04 | 23.35 | 70.84 | 6.2 | |
| MM2022.04 | 22.89 | 66.71 | 6.93 |