MRI Reconstruction on fastMRI FLAIR contrast, 4x acceleration
35.39PSNRDMSM (Fully supervised)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMSM (Fully supervised)# Parameters=0.8M2025.03 | 35.39 | 94 | 0.6 | |
| DMSM# Parameters=0.8M2025.03 | 35.19 | 93.5 | 0.59 | |
| SSAD-MRI# Parameters=4.5M2025.03 | 34.84 | 93 | 0.66 | |
| DMSM (single-path)# Parameters=0.8M2025.03 | 33.68 | 92.9 | 0.69 | |
| SSDiff# Parameters=3.3M2025.03 | 33.64 | 93.2 | 0.68 | |
| D5C5# Parameters=0.3M2025.03 | 32.96 | 92.5 | 0.7 | |
| PSFNet# Parameters=11.3M2025.03 | 32.95 | 92 | 0.76 | |
| RsGAN# Parameters=8.5M2025.03 | 31.94 | 89.3 | 0.89 | |
| self-D5C5# Parameters=0.3M2025.03 | 30.63 | 88.7 | 0.95 | |
| UNet# Parameters=1.34M2025.03 | 28.69 | 83.9 | 1.9 |