MRI Reconstruction on fastMRI FLAIR contrast 8x acceleration
32.54PSNRDMSM (Fully supervised)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMSM (Fully supervised)# Parameters=0.8M2025.03 | 32.54 | 92.3 | 0.55 | |
| DMSM# Parameters=0.8M2025.03 | 31.44 | 90.9 | 0.71 | |
| DMSM (single-path)# Parameters=0.8M2025.03 | 31.08 | 90.5 | 0.75 | |
| SSAD-MRI# Parameters=4.5M2025.03 | 31 | 90.1 | 0.79 | |
| SSDiff# Parameters=3.3M2025.03 | 30.9 | 89.8 | 0.81 | |
| D5C5# Parameters=0.3M2025.03 | 30.85 | 89.4 | 0.93 | |
| PSFNet# Parameters=11.3M2025.03 | 30.49 | 90.6 | 1.52 | |
| RsGAN# Parameters=8.5M2025.03 | 30.1 | 87.7 | 1.5 | |
| self-D5C5# Parameters=0.3M2025.03 | 28.97 | 82.3 | 1.63 | |
| UNet# Parameters=1.34M2025.03 | 25.8 | 79.7 | 2.2 |