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ResearchFormerly WizWand

MRI Reconstruction on HCP (Human Connectome Project) (test)

0.96Average RMSEMCMC-TV
0.01046.420212.8319.2398Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MCMC-TVSampling Strategy=Random, Under-sampling Ratio=40%2026.060.960.6
ADMM-WavSampling Strategy=Random, Under-sampling Ratio=40%2026.060.980.6
ADMM-TVSampling Strategy=Random, Under-sampling Ratio=40%2026.060.980.6
MCMC-WavSampling Strategy=Random, Under-sampling Ratio=40%2026.060.980.6
MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.061.310.85
MCMC-TVSampling Strategy=Random, Under-sampling Ratio=30%2026.061.330.8
ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.061.350.9
MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.061.380.95
MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.061.410.55
ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.061.420.8
ADMM-TVSampling Strategy=Random, Under-sampling Ratio=30%2026.061.420.8
MCMC-WavSampling Strategy=Random, Under-sampling Ratio=30%2026.061.440.8
ADMM-WavSampling Strategy=Random, Under-sampling Ratio=30%2026.061.450.8
ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.061.50.6
MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.061.760.7
ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.061.780.7
MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.061.910.8
ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.061.960.85
MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.062.131.2
MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.062.150.9
ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.062.161.2
ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.062.170.9
MCMC-TVSampling Strategy=Random, Under-sampling Ratio=20%2026.062.171
ADMM-TVSampling Strategy=Random, Under-sampling Ratio=20%2026.062.251
MCMC-WavSampling Strategy=Random, Under-sampling Ratio=20%2026.062.251
ADMM-WavSampling Strategy=Random, Under-sampling Ratio=20%2026.062.261
MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.062.61.3
ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.062.641.2
MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.062.681.05
ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.062.71.1
MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.062.951.2
ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.062.961.2
MCMC-TVSampling Strategy=Random, Under-sampling Ratio=10%2026.063.631.2
ADMM-TVSampling Strategy=Random, Under-sampling Ratio=10%2026.063.681.2
MCMC-WavSampling Strategy=Random, Under-sampling Ratio=10%2026.063.71.2
ADMM-WavSampling Strategy=Random, Under-sampling Ratio=10%2026.063.711.2
MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.063.81.25
ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.063.821.3
ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.063.951.4
IFFTSampling Strategy=P-Radial, Under-sampling Ratio=50%2026.064.051.1
MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.064.421.5
MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.064.511.5
ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.064.541.6
MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.065.251.7
ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.065.271.6
IFFTSampling Strategy=P-Radial, Under-sampling Ratio=40%2026.065.351.5
ADMM-TVSampling Strategy=Random, Under-sampling Ratio=5%2026.065.561.5
ADMM-WavSampling Strategy=Random, Under-sampling Ratio=5%2026.065.621.5
MCMC-TVSampling Strategy=Random, Under-sampling Ratio=5%2026.065.651.6
MCMC-WavSampling Strategy=Random, Under-sampling Ratio=5%2026.065.71.6
MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.066.481.8
ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.066.51.8
MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.066.591.9
ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.066.622
IFFTSampling Strategy=P-Radial, Under-sampling Ratio=30%2026.067.151.9
ADMM-TVSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.067.451.6
IFFTSampling Strategy=Cartesian, Under-sampling Ratio=50%2026.067.51.6
MCMC-TVSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.067.571.65
IFFTSampling Strategy=Random, Under-sampling Ratio=40%2026.067.671.5
ADMM-WavSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.067.751.7
MCMC-WavSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.067.871.7
IFFTSampling Strategy=Cartesian, Under-sampling Ratio=40%2026.069.382
IFFTSampling Strategy=Random, Under-sampling Ratio=30%2026.069.721.8
IFFTSampling Strategy=P-Radial, Under-sampling Ratio=20%2026.0610.232.2
IFFTSampling Strategy=Random, Under-sampling Ratio=20%2026.0612.082.2
IFFTSampling Strategy=Cartesian, Under-sampling Ratio=30%2026.0612.192.4
ADMM-TVSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.0613.082.1
MCMC-TVSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.0613.182
ADMM-WavSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.0613.72.5
MCMC-WavSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.0613.832.1
IFFTSampling Strategy=Random, Under-sampling Ratio=10%2026.0615.322.5
IFFTSampling Strategy=Cartesian, Under-sampling Ratio=20%2026.0616.642.8
IFFTSampling Strategy=P-Radial, Under-sampling Ratio=10%2026.0616.732.76
IFFTSampling Strategy=Random, Under-sampling Ratio=5%2026.0619.852.8
IFFTSampling Strategy=Cartesian, Under-sampling Ratio=10%2026.0624.73.2