MRI reconstruction on IXI 4x acceleration
54.23PSNRJUF-MRI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| JUF-MRIMask generation=Learned (Ours)2026.01 | 54.23 | 0.9966 | 0.51 | |
| JUF-MRIMask generation=Learned (LOUPE)2026.01 | 53.91 | 0.9962 | 0.53 | |
| MC-DuDoNMask generation=Learned (LOUPE)2026.01 | 52.62 | 0.996 | 0.61 | |
| JUF-MRIMask generation=Equispaced2026.01 | 45.89 | 0.9905 | 1.36 | |
| MC-DuDoNMask generation=Equispaced2026.01 | 45.58 | 0.99 | 1.4 | |
| VANetMask generation=Equispaced2026.01 | 42.18 | 0.9811 | 2.06 | |
| RestormerMask generation=Equispaced2026.01 | 40.88 | 0.9777 | 2.4 | |
| MDUNetMask generation=Equispaced2026.01 | 38.54 | 0.9693 | 3.13 | |
| Multi-UNetMask generation=Equispaced2026.01 | 37.74 | 0.9647 | 3.41 | |
| CUNetMask generation=Equispaced2026.01 | 36.93 | 0.9596 | 3.72 | |
| UNetMask generation=Equispaced2026.01 | 33.04 | 0.9173 | 5.86 | |
| Zero-Filled (ZF)Mask generation=Equispaced2026.01 | 25.98 | 0.5918 | 13.13 |