Brain Age Prediction on 3D Brain MRI Multi-site Cohort (test)
2.44Brain Age Error (BAE)WaveDiT-CFM
Evaluation Results
| Method | Links | |
|---|---|---|
| WaveDiT-CFMFlow Objective=CFM, Synthesis Space=Wavelet-domain, Morpheus module=True2026.06 | 2.44 | |
| WaveDiT-OTFMFlow Objective=OTFM, Synthesis Space=Wavelet-domain, Morpheus module=True2026.06 | 2.51 | |
| MLDMConditioning=Conditional2026.06 | 2.68 | |
| FlowLetConditioning=Conditional2026.06 | 2.72 | |
| WaveDiT-RFMFlow Objective=RFM, Synthesis Space=Wavelet-domain, Morpheus module=True2026.06 | 2.73 | |
| MOTFMaConditioning=Conditional2026.06 | 2.76 | |
| Real data2026.06 | 2.92 | |
| w/o MorpheusFlow Objective=CFM, Synthesis Space=Wavelet-domain, Morpheus module=False2026.06 | 2.98 | |
| Voxel-spaceFlow Objective=CFM, Synthesis Space=Voxel-space, Morpheus module=True2026.06 | 3.04 | |
| WDMaConditioning=Conditional2026.06 | 3.08 | |
| BSConditioning=Conditional2026.06 | 3.08 | |
| 3DMDConditioning=Unconditional2026.06 | 3.1 | |
| MOTFMConditioning=Unconditional2026.06 | 3.61 | |
| MDConditioning=Unconditional2026.06 | 3.72 | |
| WDMConditioning=Unconditional2026.06 | 3.93 |