Many-to-one MRI Synthesis (T1, FLAIR -> T2) on BRATS (test)
26.9PSNRResViT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ResViT2021.06 | 26.9 | 0.938 | |
| ResViT_uniModel Configuration=Unified2021.06 | 26.81 | 0.921 | |
| pGAN2021.06 | 26.51 | 0.922 | |
| TransUNet2021.06 | 26.51 | 0.92 | |
| A-UNet2021.06 | 26.48 | 0.924 | |
| medSynth2021.06 | 26.44 | 0.921 | |
| SAGAN2021.06 | 26.41 | 0.919 | |
| pGAN_uniModel Configuration=Unified2021.06 | 26.23 | 0.914 | |
| pix2pix2021.06 | 26.12 | 0.92 | |
| MM-GANModel Configuration=Unified2021.06 | 26.1 | 0.915 | |
| TransUNet_uniModel Configuration=Unified2021.06 | 26.05 | 0.912 | |
| DAMM-Diffusion2025.03 | 25.25 | 0.9286 | |
| PTNet2021.06 | 25.09 | 0.905 | |
| ResViT2025.03 | 24.3 | 0.903 | |
| CoLa-Diff2025.03 | 24.19 | 0.9162 | |
| GANDA2025.03 | 23.96 | 0.868 | |
| DiffDP2025.03 | 23.88 | 0.9129 | |
| DiamondGAN2025.03 | 23.82 | 0.8732 | |
| HRPN2025.03 | 23.43 | 0.8996 | |
| HiNet2025.03 | 23.22 | 0.8802 | |
| Collaborative Diffusion2025.03 | 22.96 | 0.8993 |