dMRI Synthesis on HCP Arbitrary b_n condition S1200 (test)
84.27SSIM (%)Phy-Diff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Phy-Diff2024.06 | 84.27 | 24.46 | |
| Phy-Diff2024.06 | 83.1 | 23.68 | |
| DDPM (HDIT)2024.06 | 82.71 | 23.36 | |
| DDPM (HDIT)2024.06 | 81.92 | 22.7 | |
| q-DL2024.06 | 79.97 | 14.92 | |
| q-DL2024.06 | 78.59 | 13.24 | |
| Latent Diffusion2024.06 | 70.69 | 21.31 | |
| q-DL 2D2024.06 | 70.63 | 25.52 | |
| Latent Diffusion2024.06 | 68.69 | 20.89 | |
| U-Net++2024.06 | 66.31 | 24.49 | |
| U-Net2024.06 | 65.64 | 25 | |
| q-DL 2D2024.06 | 63.41 | 21.93 | |
| U-Net2024.06 | 61.92 | 23.9 | |
| U-Net++2024.06 | 61.89 | 23.21 | |
| SMRI2DWI (CGAN)2024.06 | 34.66 | 24.02 | |
| SMRI2DWI (CGAN)2024.06 | 32.12 | 20.71 |