Missing Modality Imputation on Brain MRI T1w, T2w → T2f
23.49PSNRUniBrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniBrainArchitecture=Unified Model, Ensemble=5 random seeds2026.06 | 23.49 | 87.6 | 68.08 | |
| MM-GANArchitecture=GAN2026.06 | 23.32 | 87.19 | 56.03 | |
| ResViTArchitecture=GAN2026.06 | 23.13 | 87.4 | 67.38 | |
| UniBrainArchitecture=Unified Model2026.06 | 22.58 | 86.13 | 67.38 | |
| M2DNArchitecture=Diffusion2026.06 | 22.46 | 77.64 | 51.06 | |
| UniMedVLArchitecture=Unified Model2026.06 | 19.96 | 66.08 | 63.12 |