MRI Reconstruction on CC359 brain 2004 (test)
36.69PSNRSO-Mamba
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SO-MambaAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 36.69 | 95.4 | |
| HiFi-MambaAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 35.74 | 93.5 | |
| LMOAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 35.35 | 92.1 | |
| ReconFormerAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 32.46 | 90.6 | |
| FpsFormerAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 32.35 | 89.7 | |
| ISTA-NetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 32.03 | 90.2 | |
| Mamba-UNetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 31.08 | 89 | |
| TransUNetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 30.2 | 89 | |
| UNetAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 28.27 | 84.7 | |
| SO-MambaAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 28.27 | 83 | |
| HiFi-MambaAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 28.08 | 80.2 | |
| LMOAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 27.99 | 78.7 | |
| FpsFormerAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 26.65 | 76.8 | |
| ReconFormerAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 26.47 | 76.6 | |
| Mamba-UNetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 25.8 | 76.1 | |
| TransUNetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 25.69 | 77 | |
| ISTA-NetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 25.44 | 74.4 | |
| Zero-FillingAcceleration Factor=4, Sampling Type=equispaced Cartesian2026.05 | 24.79 | 72.5 | |
| UNetAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 24.28 | 72 | |
| Zero-FillingAcceleration Factor=8, Sampling Type=equispaced Cartesian2026.05 | 21.27 | 57.6 |