Research progress and development prospects about the catalysts for selective hydrogenation of unsaturated hydrocarbon are summarized.The modification of Pd-based catalysts to improve the selectivity of products and the optimization strategies of non-precious metal catalysts in recent years are introduced.The preparation strategies of catalysts for selective hydrogenation of diolefins are further prospected.