Multi-modal MRI synthesis on BraTS 2024 (val)
29.74PSNR (T1)cWDM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| cWDMModels=4, Params=326M, NFE=1000, Time=160s2026.04 | 29.74 | 27.31 | 28.86 | 27.83 | 0.956 | 0.936 | 0.952 | 0.935 | |
| WFM (Heun, 2)Models=1, Params=82M, NFE=2, Time=0.64s, ODE Solver=Heun2026.04 | 27.62 | 26.53 | 26.9 | 26.13 | 0.948 | 0.932 | 0.944 | 0.93 | |
| WFM (Heun, 1)Models=1, Params=82M, NFE=1, Time=0.32s, ODE Solver=Heun2026.04 | 27.51 | 26.39 | 27.24 | 25.91 | 0.948 | 0.93 | 0.944 | 0.928 | |
| WFM (Euler, 1)Models=1, Params=82M, NFE=1, Time=0.16s, ODE Solver=Euler2026.04 | 27.41 | 26.4 | 27.15 | 25.91 | 0.947 | 0.93 | 0.943 | 0.928 | |
| CFMModels=1, Params=94M, NFE=1, Time=0.16s2026.04 | 25.34 | 26.78 | 25.96 | 25.35 | 0.924 | 0.912 | 0.924 | 0.922 | |
| Pix2Pix3DModels=1, Params=55.9M, NFE=1, Time=0.098s2026.04 | 25.25 | 24.52 | 24.22 | 23.8 | 0.899 | 0.882 | 0.879 | 0.855 |