MRI Reconstruction on fastMRI (val)
34.39PSNR (4x)RAM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RAM2025.03 | 34.39 | — | — | 85.3 | 31.5 | 81.3 | |
| uDPIR-tWeight Sharing=tied2025.03 | 34.14 | — | — | 85.1 | 30.86 | 80.5 | |
| uDPIR-uWeight Sharing=untied2025.03 | 33.73 | — | — | 84.8 | 30.2 | 79.2 | |
| DPIR2025.03 | 30.54 | — | — | 78.4 | 25.28 | 66.1 | |
| PDNet2025.03 | 28.25 | — | — | 71.9 | 24.54 | 64.1 | |
| RAMAcceleration factor=82025.03 | — | 35.62 | 88.9 | — | — | — | |
| uDPIR-tiedAcceleration factor=8, Parameterization=tied2025.03 | — | 36.06 | 89.4 | — | — | — | |
| uDPIR-untiedAcceleration factor=8, Parameterization=untied2025.03 | — | 33.71 | 85 | — | — | — | |
| UNetAcceleration factor=82025.03 | — | 28.5 | 66.2 | — | — | — |