Joint MRI Reconstruction and Super-Resolution on IXI dataset (test)
29.397PSNRT2Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| T2NetScale=2x, Acceleration=6x Cartesian2021.06 | 29.397 | 87.2 | 2.7 | |
| T2Net (w/o Htt)Scale=2x, Acceleration=6x Cartesian, Ablation=Without Htt module2021.06 | 28.7 | 85.6 | 3.1 | |
| T2NetScale=4x, Acceleration=6x Cartesian2021.06 | 28.659 | 85 | 3.2 | |
| ADMMNet-Lyu et al.Scale=2x, Acceleration=6x Cartesian2021.06 | 28.439 | 84.7 | 3.3 | |
| MICCAN-Lyu et al.Scale=2x, Acceleration=6x Cartesian2021.06 | 28.426 | 84.7 | 3.3 | |
| T2Net (w/o Rec)Scale=2x, Acceleration=6x Cartesian, Ablation=Without Reconstruction branch2021.06 | 28.4 | 80.9 | 3.5 | |
| ADMMNet-MGLRLScale=2x, Acceleration=6x Cartesian2021.06 | 27.541 | 80.1 | 4.1 | |
| MICCAN-MGLRLScale=2x, Acceleration=6x Cartesian2021.06 | 27.535 | 80.2 | 4.1 | |
| T2Net (w/o Htt)Scale=4x, Acceleration=6x Cartesian, Ablation=Without Htt module2021.06 | 26.692 | 77.3 | 8.9 | |
| T2Net (w/o Rec)Scale=4x, Acceleration=6x Cartesian, Ablation=Without Reconstruction branch2021.06 | 25.952 | 78.9 | 9.1 | |
| MICCAN-Lyu et al.Scale=4x, Acceleration=6x Cartesian2021.06 | 21.895 | 71 | 14.9 | |
| MICCAN-MGLRLScale=4x, Acceleration=6x Cartesian2021.06 | 21.696 | 73.1 | 15.6 | |
| ADMMNet-Lyu et al.Scale=4x, Acceleration=6x Cartesian2021.06 | 21.323 | 68.7 | 17 | |
| ADMMNet-MGLRLScale=4x, Acceleration=6x Cartesian2021.06 | 21.111 | 70.5 | 17.8 |