Missing Modality Imputation on Brain MRI T1w, T2w, T2f → T1c
23.52PSNRUniBrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniBrainArchitecture=Unified Model, Ensemble=5 random seeds2026.06 | 23.52 | 87.25 | 76.6 | |
| MM-GANArchitecture=GAN2026.06 | 23.4 | 87.02 | 60.19 | |
| ResViTArchitecture=GAN2026.06 | 23 | 87.35 | 61.7 | |
| UniBrainArchitecture=Unified Model2026.06 | 22.26 | 86.17 | 74.47 | |
| M2DNArchitecture=Diffusion2026.06 | 22.05 | 78.2 | 61.7 | |
| UniMedVLArchitecture=Unified Model2026.06 | 21.53 | 65.99 | 56.74 |