MRI Reconstruction on fastMRI knee 2018 (test)
34.65PSNRSO-Mamba
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SO-MambaAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 34.65 | 85.5 | |
| LMOAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 34.49 | 84.6 | |
| HiFi-MambaAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 34.47 | 85.3 | |
| ReconFormerAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 33.75 | 83.7 | |
| FpsFormerAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 33.74 | 84.1 | |
| Mamba-UNetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 33.68 | 83.9 | |
| ISTA-NetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 33.27 | 83.2 | |
| TransUNetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 31.84 | 81 | |
| UNetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 31.66 | 79.8 | |
| SO-MambaAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 31.65 | 76.2 | |
| HiFi-MambaAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 31.38 | 75.8 | |
| LMOAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 31.1 | 74.4 | |
| FpsFormerAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 30.63 | 73.2 | |
| Mamba-UNetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 30.57 | 74.2 | |
| ReconFormerAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 30.42 | 72.8 | |
| ISTA-NetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 29.44 | 71.4 | |
| Zero-FillingAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 29.25 | 72.3 | |
| TransUNetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 29.01 | 71.1 | |
| UNetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 28.6 | 69.7 | |
| Zero-FillingAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 25.95 | 62 |