MRI Reconstruction on fastMRI T1 contrast 4x acceleration
39.41PSNRDMSM (Fully supervised)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMSM (Fully supervised)# Parameters=0.8M2025.03 | 39.41 | 98.8 | 0.12 | |
| DMSM# Parameters=0.8M2025.03 | 39.15 | 97.6 | 0.16 | |
| DMSM (single-path)# Parameters=0.8M2025.03 | 38.51 | 97.2 | 0.18 | |
| SSAD-MRI# Parameters=4.5M2025.03 | 37.98 | 97 | 0.2 | |
| D5C5# Parameters=0.3M2025.03 | 37.61 | 97.1 | 0.23 | |
| SSDiff# Parameters=3.3M2025.03 | 37.45 | 96.6 | 0.25 | |
| PSFNet# Parameters=8.5M2025.03 | 37.02 | 96 | 0.32 | |
| self-D5C5# Parameters=0.3M2025.03 | 36.67 | 95.5 | 0.47 | |
| RsGAN# Parameters=11.3M2025.03 | 36.37 | 95.7 | 0.55 | |
| UNet# Parameters=1.34M2025.03 | 30.45 | 90.5 | 1.45 |