MRI Reconstruction on IXI 8x acceleration
49.35PSNRJUF-MRI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| JUF-MRIMask generation=Learned (Ours)2026.01 | 49.35 | 0.9937 | 0.9 | |
| JUF-MRIMask generation=Learned (LOUPE)2026.01 | 48.75 | 0.993 | 0.96 | |
| MC-DuDoNMask generation=Learned (LOUPE)2026.01 | 48.36 | 0.9925 | 1.01 | |
| JUF-MRIMask generation=Equispaced2026.01 | 41.55 | 0.9782 | 2.23 | |
| MC-DuDoNMask generation=Equispaced2026.01 | 40.94 | 0.9768 | 2.38 | |
| VANetMask generation=Equispaced2026.01 | 39.77 | 0.9741 | 2.72 | |
| RestormerMask generation=Equispaced2026.01 | 38.83 | 0.9715 | 3.04 | |
| MDUNetMask generation=Equispaced2026.01 | 37.76 | 0.9657 | 3.42 | |
| Multi-UNetMask generation=Equispaced2026.01 | 35.6 | 0.9566 | 4.36 | |
| CUNetMask generation=Equispaced2026.01 | 35.32 | 0.9507 | 4.48 | |
| UNetMask generation=Equispaced2026.01 | 28.85 | 0.8531 | 9.48 | |
| Zero-Filled (ZF)Mask generation=Equispaced2026.01 | 23.78 | 0.5124 | 16.93 |