MRI Reconstruction on Brain MRI 100/5x Acceleration ADMM-Net
36.65PSNRPUERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PUERTSampling Pattern=Learned2026.04 | 36.65 | 93.99 | |
| InfoMRI-UnrollSampling Pattern=Learned2026.04 | 36.61 | 93.93 | |
| InfoMRI-Unroll-MSESampling Pattern=Learned, Constraint=remove uncertainty weight, train solely on MSE2026.04 | 35.91 | 92.93 | |
| InfoMRI-PnPSampling Pattern=Learned2026.04 | 35.66 | 92.15 | |
| LOUPESampling Pattern=Learned2026.04 | 35.34 | 92.45 | |
| InfoMRI-UNetSampling Pattern=Learned2026.04 | 35.25 | 92.32 | |
| MD-Recon-NetSampling Pattern=Radial2026.04 | 31.05 | 82.5 | |
| PnP-Parallel-MRISampling Pattern=Radial2026.04 | 31.01 | 82.21 | |
| ISTA-Net+Sampling Pattern=Radial2026.04 | 30.64 | 81.76 | |
| Self-Supervised MRISampling Pattern=Radial2026.04 | 30.18 | 80.68 | |
| ADMM-NetSampling Pattern=Radial2026.04 | 30.13 | 79.58 |