MRI Reconstruction on FastMRI single-coil knee (test)
55.6PSNRUNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNetEvaluation Level=Zero-filled input samples2026.02 | 55.6 | 1 | — | 0.01 | |
| UNetEvaluation Level=Reconstructions2026.02 | 34.24 | 0.95 | — | 0.17 | |
| MDPGAcceleration=4x, Center Fraction=0.08c2025.06 | 32.14 | 0.794 | 0.0334 | — | |
| DCCNNAcceleration=4x, Center Fraction=0.08c2025.06 | 31.97 | 0.787 | 0.0346 | — | |
| MD-ReconAcceleration=4x, Center Fraction=0.08c2025.06 | 31.94 | 0.789 | 0.0343 | — | |
| UNetAcceleration=4x, Center Fraction=0.08c2025.06 | 31.68 | 0.787 | 0.0382 | — | |
| ISTA-NetAcceleration=4x, Center Fraction=0.08c2025.06 | 31.54 | 0.759 | 0.041 | — | |
| DDNMAcceleration=4x, Center Fraction=0.08c2025.06 | 31.35 | 0.762 | 0.0418 | — | |
| DAGANAcceleration=4x, Center Fraction=0.08c2025.06 | 30.91 | 0.766 | 0.0407 | — | |
| ZF (Zero-Filling)Acceleration=4x, Center Fraction=0.08c2025.06 | 29.47 | 0.729 | 0.0531 | — | |
| MC-DDPMAcceleration=4x, Center Fraction=0.08c2025.06 | 29.16 | 0.683 | 0.0658 | — | |
| LDM-16Acceleration=4x, Center Fraction=0.08c2025.06 | 26.98 | 0.578 | 0.0945 | — |