Mean Diffusivity (MD) Estimation on HCP Young Adult 195-subject (test)
0.01NMSEDiff-DTI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff-DTIProtocol=2D slice-based2026.06 | 0.01 | 32.66 | 97 | |
| TensorLDMProtocol=3D network2026.06 | 0.01 | 32.86 | 99 | |
| ADEProtocol=Non-learning baseline2026.06 | 0.02 | 28.97 | 97 | |
| ResViTProtocol=3D network2026.06 | 0.03 | 25.69 | 94 | |
| Pix2PixProtocol=3D network2026.06 | 0.04 | 24.98 | 93 | |
| SuperDTIProtocol=2D slice-based2026.06 | 0.04 | 25.53 | 94 | |
| CycleGANProtocol=3D network2026.06 | 0.13 | 19.85 | 80 | |
| LDMProtocol=3D network2026.06 | 0.13 | 20.02 | 81 |