MRI Reconstruction on fastMRI knee 4x acceleration single coil (val)
32.76PSNRDH-Mamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DH-MambaAcceleration factor=4x2026.03 | 32.76 | — | 82.11 | 3.08 | |
| NAFReconAcceleration factor=4x2026.03 | 32.74 | 73.75 | 81.98 | 3.09 | |
| ReconFormerAcceleration factor=4x2026.03 | 32.73 | 73.83 | — | 3.1 | |
| PDACAcceleration factor=4x2026.03 | 32.73 | 73.76 | 82.01 | 3.1 | |
| OUCRAcceleration factor=4x2026.03 | 32.61 | 73.54 | — | 3.15 | |
| MMR-MambaAcceleration factor=4x2026.03 | 32.59 | — | 81.61 | 3.12 | |
| FMT-NetAcceleration factor=4x2026.03 | 32.56 | 73.64 | — | 4.41 | |
| FPS-FormerAcceleration factor=4x2026.03 | 32.51 | 73.37 | — | 3.16 | |
| LSGReconAcceleration factor=4x2026.03 | 32.51 | 73.12 | 81.52 | 3.2 | |
| MambaMIRAcceleration factor=4x2026.03 | 32.47 | — | 80.91 | 3.16 | |
| HUMUSNetAcceleration factor=4x2026.03 | 32.37 | 72.21 | — | 3.23 | |
| D5C5Acceleration factor=4x2026.03 | 32.25 | 72.56 | — | 3.32 | |
| SwinIRAcceleration factor=4x2026.03 | 32.14 | 72.13 | — | 3.42 | |
| Kiu-netAcceleration factor=4x2026.03 | 32.06 | 72.28 | — | 3.42 | |
| U-NetAcceleration factor=4x2026.03 | 31.88 | 71.42 | — | 3.57 | |
| KIKI-NetAcceleration factor=4x2026.03 | 31.87 | 71.72 | — | 3.53 | |
| CSAcceleration factor=4x2026.03 | 29.54 | 57.36 | — | 5.83 | |
| Zero-filledAcceleration factor=4x2026.03 | 29.49 | 65.41 | 75.04 | 5.32 |