Missing Modality Imputation on Brain MRI T1w → T2w
23.43PSNRUniBrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniBrainArchitecture=Unified Model, Ensemble=5 random seeds2026.06 | 23.43 | 88.5 | 63.83 | |
| MM-GANArchitecture=GAN2026.06 | 23.08 | 87.74 | 56.74 | |
| ResViTArchitecture=GAN2026.06 | 22.81 | 87.51 | 57.45 | |
| M2DNArchitecture=Diffusion2026.06 | 22.79 | 80.19 | 51.06 | |
| UniBrainArchitecture=Unified Model2026.06 | 22.23 | 86.37 | 68.09 | |
| UniMedVLArchitecture=Unified Model2026.06 | 19.82 | 72.3 | 56.03 |