3D MRI Synthesis on 3D Brain MRI Multi-site Cohort 95-region ROI average (test)
42.49iMAEWaveDiT-CFM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaveDiT-CFMFlow Objective=CFM, Synthesis Space=Wavelet-domain, Morpheus module=True2026.06 | 42.49 | 0.96 | 46 | |
| FlowLetConditioning=Conditional2026.06 | 45.18 | 1.18 | 44 | |
| WaveDiT-OTFMFlow Objective=OTFM, Synthesis Space=Wavelet-domain, Morpheus module=True2026.06 | 46.83 | 1.02 | 42 | |
| WDMaConditioning=Conditional2026.06 | 48.57 | 1.06 | 33 | |
| MLDMConditioning=Conditional2026.06 | 48.72 | 0.97 | 32 | |
| BSConditioning=Conditional2026.06 | 48.84 | 1.04 | 33 | |
| MOTFMaConditioning=Conditional2026.06 | 50.68 | 1.24 | 41 | |
| Voxel-spaceFlow Objective=CFM, Synthesis Space=Voxel-space, Morpheus module=True2026.06 | 51.3 | 1.05 | 43 | |
| WDMConditioning=Unconditional2026.06 | 52.65 | 2.36 | 36 | |
| w/o MorpheusFlow Objective=CFM, Synthesis Space=Wavelet-domain, Morpheus module=False2026.06 | 54.58 | 1.01 | 41 | |
| MDConditioning=Unconditional2026.06 | 59.33 | 1.45 | 5 | |
| MOTFMConditioning=Unconditional2026.06 | 61 | 1.06 | 42 | |
| 3DMDConditioning=Unconditional2026.06 | 62.91 | 2.97 | 35 | |
| WaveDiT-RFMFlow Objective=RFM, Synthesis Space=Wavelet-domain, Morpheus module=True2026.06 | 62.96 | 2.94 | 33 |