MRI Reconstruction on Brain MRI 100/15x Acceleration ADMM-Net
41.01PSNRPUERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PUERTSampling Pattern=Learned2026.04 | 41.01 | 96.55 | |
| InfoMRI-UnrollSampling Pattern=Learned2026.04 | 40.96 | 95.96 | |
| InfoMRI-Unroll-MSESampling Pattern=Learned, Constraint=remove uncertainty weight, train solely on MSE2026.04 | 40.32 | 95.9 | |
| InfoMRI-PnPSampling Pattern=Learned2026.04 | 40.08 | 95.29 | |
| InfoMRI-UNetSampling Pattern=Learned2026.04 | 38.35 | 94.8 | |
| LOUPESampling Pattern=Learned2026.04 | 38.3 | 94.73 | |
| PnP-Parallel-MRISampling Pattern=Radial2026.04 | 37.33 | 93.88 | |
| MD-Recon-NetSampling Pattern=Radial2026.04 | 37.25 | 93.6 | |
| ISTA-Net+Sampling Pattern=Radial2026.04 | 37.07 | 93.43 | |
| ADMM-NetSampling Pattern=Radial2026.04 | 36.83 | 93.06 | |
| Self-Supervised MRISampling Pattern=Radial2026.04 | 36.58 | 92.18 |