MRI reconstruction on IXI 10x acceleration
47.46PSNRJUF-MRI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JUF-MRIMask generation=Learned (Ours)2026.01 | 47.46 | 0.9916 | 1.13 | |
| MC-DuDoNMask generation=Learned (LOUPE)2026.01 | 47.29 | 0.9912 | 1.15 | |
| JUF-MRIMask generation=Learned (LOUPE)2026.01 | 47.14 | 0.9905 | 1.17 | |
| JUF-MRIMask generation=Equispaced2026.01 | 40.47 | 0.9778 | 2.38 | |
| MC-DuDoNMask generation=Equispaced2026.01 | 40.09 | 0.9757 | 2.63 | |
| RestormerMask generation=Equispaced2026.01 | 38.42 | 0.9708 | 3.18 | |
| VANetMask generation=Equispaced2026.01 | 38.16 | 0.9657 | 3.27 | |
| MDUNetMask generation=Equispaced2026.01 | 37.39 | 0.965 | 3.56 | |
| Multi-UNetMask generation=Equispaced2026.01 | 35.33 | 0.9562 | 4.5 | |
| CUNetMask generation=Equispaced2026.01 | 34.94 | 0.9498 | 4.69 | |
| UNetMask generation=Equispaced2026.01 | 27.38 | 0.8255 | 11.23 | |
| Zero-Filled (ZF)Mask generation=Equispaced2026.01 | 23.29 | 0.5134 | 17.89 |