MRI Reconstruction on fastMRI 8X acceleration (test)
0.955SSIMCARE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CARE2026.03 | 0.955 | — | |
| AIRS Medical2026.03 | 0.952 | — | |
| ATB (Joint-ICNet)2026.03 | 0.944 | — | |
| Neurospin (XPDNet)2026.03 | 0.942 | — | |
| OptDiffSteps=1002026.05 | 0.924 | 35.31 | |
| OptDiffSteps=1002026.05 | 0.921 | 34.93 | |
| OptDiffSteps=100, Time (s)=8.58 ± 0.592026.05 | 0.921 | 34.93 | |
| OptDiffSteps=202026.05 | 0.903 | 33.23 | |
| OptDiffSteps=20, Time (s)=1.87 ± 0.602026.05 | 0.903 | 33.23 | |
| OptDiffSteps=202026.05 | 0.898 | 33.07 | |
| DDSSteps=1002026.05 | 0.869 | 28.3 | |
| RED-diffSteps=1002026.05 | 0.84 | 31.92 | |
| RED-diffSteps=100, Time (s)=8.37 ± 0.752026.05 | 0.84 | 31.92 | |
| RED-diffSteps=1002026.05 | 0.831 | 31.21 | |
| DDSSteps=1002026.05 | 0.828 | 28.92 | |
| DDSSteps=100, Time (s)=22.46 ± 8.652026.05 | 0.828 | 28.92 | |
| RED-diffSteps=202026.05 | 0.825 | 29.43 | |
| RED-diffSteps=20, Time (s)=1.84 ± 0.552026.05 | 0.825 | 29.43 | |
| DAPSSteps=202026.05 | 0.806 | 29.85 | |
| DAPSSteps=20, Time (s)=1.97 ± 0.562026.05 | 0.806 | 29.85 | |
| RED-diffSteps=202026.05 | 0.802 | 28.11 | |
| DDSSteps=202026.05 | 0.8 | 24.39 | |
| DAPSSteps=202026.05 | 0.782 | 28.65 | |
| DAPSSteps=1002026.05 | 0.771 | 31.38 | |
| DAPSSteps=100, Time (s)=9.68 ± 0.712026.05 | 0.771 | 31.38 | |
| DDSSteps=202026.05 | 0.765 | 25.42 | |
| DDSSteps=20, Time (s)=6.59 ± 0.712026.05 | 0.765 | 25.42 | |
| DPSSteps=100, Time (s)=16.72 ± 0.542026.05 | 0.755 | 30.8 | |
| DAPSSteps=1002026.05 | 0.738 | 29.31 | |
| Pi-GDMSteps=1002026.05 | 0.734 | 28.88 | |
| Pi-GDMSteps=100, Time (s)=19.27 ± 0.552026.05 | 0.734 | 28.88 | |
| Pi-GDMSteps=1002026.05 | 0.708 | 28.03 | |
| Pi-GDMSteps=202026.05 | 0.707 | 28.04 | |
| Pi-GDMSteps=20, Time (s)=3.96 ± 0.552026.05 | 0.707 | 28.04 | |
| Pi-GDMSteps=202026.05 | 0.685 | 27.25 | |
| DPSSteps=20, Time (s)=3.45 ± 0.552026.05 | 0.682 | 27.36 | |
| OUCRParam=1.192 M2021.06 | 0.6634 | 30.59 | |
| PC-RNNParam=1.482 M2021.06 | 0.6585 | 30.17 | |
| D5C5Param=2.237 M2021.06 | 0.6457 | 29.65 | |
| Kin-netParam=7.951 M2021.06 | 0.6456 | 29.86 | |
| UNetParam=8.634 M2021.06 | 0.6424 | 29.78 | |
| KIKI-NetParam=1.790 M2021.06 | 0.6355 | 29.27 | |
| CS2021.06 | 0.487 | 26.99 |