https://openproblems.bio/documentation OpenProblems is a framework for machine learning scientists, computational biologists, and single-cell data analysts to benchmark and compare single-cell omics methods on a variety of tasks. We believe that improving reproducibility and transparency in research will accelerate progress in single-cell omics.