Longitudinal Brain MRI completion on OASIS-3
25.52PSNRDF-DiffCom
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DF-DiffComDiffKAN=true, Flexible guidance (F-TIE)=true2026.01 | 25.52 | 0.845 | |
| DF-DiffCom (Ablation: F-TIE Only)DiffKAN=false, Flexible guidance (F-TIE)=true2026.01 | 24.07 | 0.798 | |
| DF-DiffCom (Ablation: DiffKAN Only)DiffKAN=true, Flexible guidance (F-TIE)=false2026.01 | 24.01 | 0.796 | |
| DF-DiffCom (Ablation: No DiffKAN, No F-TIE)DiffKAN=false, Flexible guidance (F-TIE)=false2026.01 | 23.73 | 0.794 | |
| TADM2026.01 | 20.51 | 0.72 | |
| LoCI-DiffCom2026.01 | 20.01 | 0.69 | |
| DiffuseMorph2026.01 | 19.67 | 0.68 | |
| cGAN2026.01 | 18.92 | 0.64 |