MRI Reconstruction on fastMRI T2 contrast, 4x acceleration
37.64PSNRDMSM (Fully supervised)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMSM (Fully supervised)# Parameters=0.8M2025.03 | 37.64 | 0.976 | 0.13 | |
| DMSM# Parameters=0.8M2025.03 | 36.75 | 0.963 | 0.23 | |
| DMSM (single-path)# Parameters=0.8M2025.03 | 36.74 | 0.962 | 0.25 | |
| PSFNet# Parameters=11.3M2025.03 | 36.37 | 0.957 | 0.35 | |
| SSAD-MRI# Parameters=4.5M2025.03 | 36.02 | 0.959 | 0.29 | |
| SSDiff# Parameters=3.3M2025.03 | 35.89 | 0.955 | 0.31 | |
| D5C5# Parameters=0.3M2025.03 | 35.86 | 0.951 | 0.28 | |
| RsGAN# Parameters=11.3M2025.03 | 33.86 | 0.936 | 0.48 | |
| self-D5C5# Parameters=0.3M2025.03 | 32.03 | 0.898 | 0.55 | |
| UNet# Parameters=1.34M2025.03 | 31.88 | 0.901 | 1.2 |