Evaluation Framework

It is a set of tools to evaluate the performance of sparse recovery algorithms:

  • Reconstruction quality of individual sparse recovery problems

  • Success rates across multiple sparsity levels

Recovery performance of greedy solvers

RecoveryPerformance(Phi, y, x[, x_hat, sol])

Performance of a sparse signal recovery operation

RecoveryTrialsAtFixed_M_N(M, N, Ks, …)

Experiment of sparse recovery trials for multiple solvers at fixed dictionary size