Brain MRI Progression Modeling on ADNI Longitudinal T1-weighted brain MRI (MCI & AD)
29.52PSNRAlign-cDAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Align-cDAE2026.03 | 29.52 | 94 | 0.0019 | |
| cDAEAblated Model=True, Losses=trained only with MSE loss, without alignment2026.03 | 28.27 | 93 | 0.0021 | |
| SITGAN2026.03 | 28.09 | 93 | 0.0022 | |
| DE-CVAE2026.03 | 26.99 | 63 | 0.0024 | |
| Naive Baseline2026.03 | 26.75 | 92 | 0.0024 | |
| BrLPconditioning=ControlNet2026.03 | 26.2 | 79 | 0.003 | |
| IPGAN2026.03 | 25.31 | 91 | 0.0034 |