MRI Reconstruction on HCP (Human Connectome Project) (test)
0.96Average RMSEMCMC-TV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MCMC-TVSampling Strategy=Random, Under-sampling Ratio=40%2026.06 | 0.96 | 0.6 | |
| ADMM-WavSampling Strategy=Random, Under-sampling Ratio=40%2026.06 | 0.98 | 0.6 | |
| ADMM-TVSampling Strategy=Random, Under-sampling Ratio=40%2026.06 | 0.98 | 0.6 | |
| MCMC-WavSampling Strategy=Random, Under-sampling Ratio=40%2026.06 | 0.98 | 0.6 | |
| MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.06 | 1.31 | 0.85 | |
| MCMC-TVSampling Strategy=Random, Under-sampling Ratio=30%2026.06 | 1.33 | 0.8 | |
| ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.06 | 1.35 | 0.9 | |
| MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.06 | 1.38 | 0.95 | |
| MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.06 | 1.41 | 0.55 | |
| ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.06 | 1.42 | 0.8 | |
| ADMM-TVSampling Strategy=Random, Under-sampling Ratio=30%2026.06 | 1.42 | 0.8 | |
| MCMC-WavSampling Strategy=Random, Under-sampling Ratio=30%2026.06 | 1.44 | 0.8 | |
| ADMM-WavSampling Strategy=Random, Under-sampling Ratio=30%2026.06 | 1.45 | 0.8 | |
| ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.06 | 1.5 | 0.6 | |
| MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.06 | 1.76 | 0.7 | |
| ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.06 | 1.78 | 0.7 | |
| MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.06 | 1.91 | 0.8 | |
| ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.06 | 1.96 | 0.85 | |
| MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.06 | 2.13 | 1.2 | |
| MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.06 | 2.15 | 0.9 | |
| ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.06 | 2.16 | 1.2 | |
| ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.06 | 2.17 | 0.9 | |
| MCMC-TVSampling Strategy=Random, Under-sampling Ratio=20%2026.06 | 2.17 | 1 | |
| ADMM-TVSampling Strategy=Random, Under-sampling Ratio=20%2026.06 | 2.25 | 1 | |
| MCMC-WavSampling Strategy=Random, Under-sampling Ratio=20%2026.06 | 2.25 | 1 | |
| ADMM-WavSampling Strategy=Random, Under-sampling Ratio=20%2026.06 | 2.26 | 1 | |
| MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.06 | 2.6 | 1.3 | |
| ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.06 | 2.64 | 1.2 | |
| MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.06 | 2.68 | 1.05 | |
| ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.06 | 2.7 | 1.1 | |
| MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.06 | 2.95 | 1.2 | |
| ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.06 | 2.96 | 1.2 | |
| MCMC-TVSampling Strategy=Random, Under-sampling Ratio=10%2026.06 | 3.63 | 1.2 | |
| ADMM-TVSampling Strategy=Random, Under-sampling Ratio=10%2026.06 | 3.68 | 1.2 | |
| MCMC-WavSampling Strategy=Random, Under-sampling Ratio=10%2026.06 | 3.7 | 1.2 | |
| ADMM-WavSampling Strategy=Random, Under-sampling Ratio=10%2026.06 | 3.71 | 1.2 | |
| MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.06 | 3.8 | 1.25 | |
| ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.06 | 3.82 | 1.3 | |
| ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.06 | 3.95 | 1.4 | |
| IFFTSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.06 | 4.05 | 1.1 | |
| MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.06 | 4.42 | 1.5 | |
| MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.06 | 4.51 | 1.5 | |
| ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.06 | 4.54 | 1.6 | |
| MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.06 | 5.25 | 1.7 | |
| ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.06 | 5.27 | 1.6 | |
| IFFTSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.06 | 5.35 | 1.5 | |
| ADMM-TVSampling Strategy=Random, Under-sampling Ratio=5%2026.06 | 5.56 | 1.5 | |
| ADMM-WavSampling Strategy=Random, Under-sampling Ratio=5%2026.06 | 5.62 | 1.5 | |
| MCMC-TVSampling Strategy=Random, Under-sampling Ratio=5%2026.06 | 5.65 | 1.6 | |
| MCMC-WavSampling Strategy=Random, Under-sampling Ratio=5%2026.06 | 5.7 | 1.6 | |
| MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.06 | 6.48 | 1.8 | |
| ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.06 | 6.5 | 1.8 | |
| MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.06 | 6.59 | 1.9 | |
| ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.06 | 6.62 | 2 | |
| IFFTSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.06 | 7.15 | 1.9 | |
| ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.06 | 7.45 | 1.6 | |
| IFFTSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.06 | 7.5 | 1.6 | |
| MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.06 | 7.57 | 1.65 | |
| IFFTSampling Strategy=Random, Under-sampling Ratio=40%2026.06 | 7.67 | 1.5 | |
| ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.06 | 7.75 | 1.7 | |
| MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.06 | 7.87 | 1.7 | |
| IFFTSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.06 | 9.38 | 2 | |
| IFFTSampling Strategy=Random, Under-sampling Ratio=30%2026.06 | 9.72 | 1.8 | |
| IFFTSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.06 | 10.23 | 2.2 | |
| IFFTSampling Strategy=Random, Under-sampling Ratio=20%2026.06 | 12.08 | 2.2 | |
| IFFTSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.06 | 12.19 | 2.4 | |
| ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.06 | 13.08 | 2.1 | |
| MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.06 | 13.18 | 2 | |
| ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.06 | 13.7 | 2.5 | |
| MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.06 | 13.83 | 2.1 | |
| IFFTSampling Strategy=Random, Under-sampling Ratio=10%2026.06 | 15.32 | 2.5 | |
| IFFTSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.06 | 16.64 | 2.8 | |
| IFFTSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.06 | 16.73 | 2.76 | |
| IFFTSampling Strategy=Random, Under-sampling Ratio=5%2026.06 | 19.85 | 2.8 | |
| IFFTSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.06 | 24.7 | 3.2 |