Brain MRI Progression Modeling on ADNI Longitudinal T1-weighted brain MRI (Cognitively Normal (CN))
29.82PSNRAlign-cDAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Align-cDAE2026.03 | 29.82 | 95 | 0.0018 | |
| cDAEAblated Model=True, Losses=trained only with MSE loss, without alignment2026.03 | 28.83 | 94 | 0.0019 | |
| SITGAN2026.03 | 28.73 | 94 | 0.0019 | |
| DE-CVAE2026.03 | 27.32 | 65 | 0.0023 | |
| Naive Baseline2026.03 | 27.25 | 93 | 0.0021 | |
| BrLPconditioning=ControlNet2026.03 | 26.71 | 79 | 0.0029 | |
| IPGAN2026.03 | 25.86 | 92 | 0.003 |