dMRI Synthesis on HCP b_n = 3000 s/mm² condition S1200 (test)
0.8144SSIMPhy-Diff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Phy-Diff2024.06 | 0.8144 | 23.59 | |
| DDPM (HDIT)2024.06 | 0.8119 | 22.26 | |
| q-DL2024.06 | 0.7857 | 15.11 | |
| Latent Diffusion2024.06 | 0.6926 | 21.31 | |
| q-DL 2D2024.06 | 0.661 | 24.78 | |
| U-Net2024.06 | 0.6591 | 25.2 | |
| U-Net++2024.06 | 0.6518 | 24.21 | |
| SMRI2DWI (CGAN)2024.06 | 0.3467 | 24.06 |