MRI Synthesis (T2, FLAIR -> T1) on BRATS (test)
26.24PSNRResViT_uni
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResViT_uniModel Configuration=Unified2021.06 | 26.24 | 0.922 | |
| ResViT2021.06 | 26.2 | 0.924 | |
| SAGAN2021.06 | 25.91 | 0.918 | |
| pix2pix2021.06 | 25.8 | 0.918 | |
| TransUNet2021.06 | 25.76 | 0.921 | |
| MM-GANModel Configuration=Unified2021.06 | 25.75 | 0.916 | |
| pGAN2021.06 | 25.72 | 0.918 | |
| medSynth2021.06 | 25.72 | 0.914 | |
| A-UNet2021.06 | 25.67 | 0.918 | |
| DAMM-Diffusion2025.03 | 25.61 | 0.9268 | |
| pGAN_uniModel Configuration=Unified2021.06 | 25.46 | 0.912 | |
| TransUNet_uniModel Configuration=Unified2021.06 | 24.96 | 0.901 | |
| CoLa-Diff2025.03 | 24.69 | 0.9152 | |
| DiffDP2025.03 | 24.43 | 0.9124 | |
| GANDA2025.03 | 23.94 | 0.8866 | |
| DiamondGAN2025.03 | 23.92 | 0.874 | |
| HRPN2025.03 | 23.83 | 0.8952 | |
| Collaborative Diffusion2025.03 | 23.59 | 0.8934 | |
| HiNet2025.03 | 23.48 | 0.8971 | |
| ResViT2025.03 | 23.18 | 0.8814 | |
| PTNet2021.06 | 22.19 | 0.92 |