Fractional Anisotropy (FA) Estimation on HCP Young Adult 195-subject (test)
0.08NMSEDiff-DTI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff-DTIProtocol=2D slice-based2026.06 | 0.08 | 22.71 | 93 | |
| TensorLDMProtocol=3D network2026.06 | 0.08 | 23.07 | 94 | |
| SuperDTIProtocol=2D slice-based2026.06 | 0.22 | 18.54 | 81 | |
| ResViTProtocol=3D network2026.06 | 0.28 | 17.51 | 76 | |
| Pix2PixProtocol=3D network2026.06 | 0.29 | 17.25 | 76 | |
| ADEProtocol=Non-learning baseline2026.06 | 0.37 | 16.26 | 75 | |
| LDMProtocol=3D network2026.06 | 0.37 | 16.28 | 67 | |
| CycleGANProtocol=3D network2026.06 | 0.5 | 14.93 | 62 |