MRI Reconstruction on fastMRI FLAIR ES Cartesian-X R=32
21.29PSNRProposed (Next-Acceleration-Scale Prediction)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed (Next-Acceleration-Scale Prediction)Sampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 21.29 | 0.6 | 0.22 | |
| DiffuseReconSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 18.82 | 0.39 | 0.28 | |
| MambaReconSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 18.53 | 0.61 | 0.36 | |
| MDPGSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 17.9 | 0.48 | 0.42 | |
| E2EVarnetSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 17.88 | 0.58 | 0.43 | |
| UNetSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 17.8 | 0.46 | 0.52 | |
| RecurrentVarnetSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 17.27 | 0.57 | 0.45 | |
| SwinUNetSampling Pattern=ES Cartesian-X, Acceleration (R)=322026.05 | 15.8 | 0.4 | 0.49 |