MRI Reconstruction and Metal Artifact Reduction on FastMRI-based Metal Artifacts Dataset (test)
58.03SSIMMASC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MASCAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 58.03 | 21.41 | 0.0083 | 4.97 | 0.0682 | |
| Random-LowBiasAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 56.36 | 20.41 | 0.0108 | 5.58 | 0.0767 | |
| RandomAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 55.62 | 20.41 | 0.0111 | 6.42 | 0.0773 | |
| EquispacedAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 54.02 | 20.12 | 0.0116 | 6.63 | 0.079 | |
| DQNAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 53.76 | 19.52 | 0.0129 | 6.86 | 0.0851 | |
| SS-DDQNAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 53.05 | 19.55 | 0.0127 | 6.82 | 0.0842 | |
| Center-outAcceleration=10x, Post-processing=MAR, Training Dataset=physics-based simulation dataset2026.01 | 50.72 | 17.79 | 0.0199 | 9.94 | 0.1096 |