dMRI Synthesis on HCP b_n = 1000 s/mm² condition S1200 (test)
87.64SSIM (%)Phy-Diff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Phy-Diff2024.06 | 87.64 | 25.83 | |
| DDPM (HDIT)2024.06 | 86.78 | 25.72 | |
| q-DL2024.06 | 80.45 | 15.54 | |
| Latent Diffusion2024.06 | 69.96 | 21 | |
| q-DL 2D2024.06 | 67.88 | 25.41 | |
| U-Net2024.06 | 66.07 | 25.48 | |
| U-Net++2024.06 | 65.74 | 25.2 | |
| SMRI2DWI (CGAN)2024.06 | 33.32 | 24.53 |