MRI Reconstruction on fastMRI knee 8x acceleration single-coil (val)
31.21PSNRNAFRecon
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NAFReconAcceleration factor=8x2026.03 | 31.21 | 67.63 | 77.43 | 4.04 | |
| DH-MambaAcceleration factor=8x2026.03 | 31.17 | — | 77.41 | 4.03 | |
| PDACAcceleration factor=8x2026.03 | 31.16 | 67.39 | 76.87 | 4.07 | |
| LSGReconAcceleration factor=8x2026.03 | 31.1 | 67.42 | 76.87 | 4.1 | |
| FMT-NetAcceleration factor=8x2026.03 | 31.06 | 66.61 | — | 5.35 | |
| MMR-MambaAcceleration factor=8x2026.03 | 31.05 | — | 77.09 | 4.12 | |
| HUMUSNetAcceleration factor=8x2026.03 | 31.04 | 67.22 | — | 4.1 | |
| FPS-FormerAcceleration factor=8x2026.03 | 31.03 | 66.92 | — | 4.08 | |
| ReconFormerAcceleration factor=8x2026.03 | 30.89 | 66.97 | — | 4.29 | |
| MambaMIRAcceleration factor=8x2026.03 | 30.86 | — | 73.85 | 4.2 | |
| OUCRAcceleration factor=8x2026.03 | 30.59 | 66.34 | — | 4.43 | |
| SwinIRAcceleration factor=8x2026.03 | 30.21 | 65.37 | — | 4.76 | |
| Kiu-netAcceleration factor=8x2026.03 | 29.86 | 64.56 | — | 4.97 | |
| U-NetAcceleration factor=8x2026.03 | 29.78 | 64.24 | — | 5.11 | |
| D5C5Acceleration factor=8x2026.03 | 29.65 | 64.57 | — | 5.12 | |
| KIKI-NetAcceleration factor=8x2026.03 | 29.27 | 63.55 | — | 5.46 | |
| CSAcceleration factor=8x2026.03 | 26.99 | 48.7 | — | 9.03 | |
| Zero-filledAcceleration factor=8x2026.03 | 26.84 | 55 | 63.92 | 8.93 |