This street takes its name from the nearby Roseberry Road which was called after Lord Roseberry who was British Prime Minister in 1894-1895.
"Resolved that on the application of the Housing Committee the street between Carlingford Street and Rosebery Road be named Rosebery Gardens". (15th March 1921).