MRI Reconstruction on Brain MRI 100/10x Acceleration ADMM-Net
39.23PSNRPUERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PUERTSampling Pattern=Learned2026.04 | 39.23 | 95.65 | |
| InfoMRI-UnrollSampling Pattern=Learned2026.04 | 39.22 | 95.91 | |
| InfoMRI-Unroll-MSESampling Pattern=Learned, Constraint=remove uncertainty weight, train solely on MSE2026.04 | 38.61 | 94.92 | |
| InfoMRI-PnPSampling Pattern=Learned2026.04 | 38.54 | 94.41 | |
| InfoMRI-UNetSampling Pattern=Learned2026.04 | 36.93 | 93.91 | |
| LOUPESampling Pattern=Learned2026.04 | 36.88 | 93.81 | |
| PnP-Parallel-MRISampling Pattern=Radial2026.04 | 35.14 | 91.11 | |
| MD-Recon-NetSampling Pattern=Radial2026.04 | 35.1 | 91.2 | |
| ISTA-Net+Sampling Pattern=Radial2026.04 | 34.73 | 90.52 | |
| ADMM-NetSampling Pattern=Radial2026.04 | 34.46 | 89.72 | |
| Self-Supervised MRISampling Pattern=Radial2026.04 | 33.42 | 89.24 |