A catalyst for hydrogenation of unsaturated hydrocarbons comprising catalytically active amounts of palladium on a support, wherein the support is a shaped body with a trilobal cross-section, wherein lobes of the trilobal shaped body are provided with openings passing therethrough and wherein the catalyst has a geometric surface from about 0.2 to 3 cm2.