Compton was born in Fulham, London, the fifth and youngest child and third daughter of Edward Compton (1854–1918), actor and manager (whose real surname was Mackenzie), and his wife, the actress Virginia Frances Bateman (1853–1940) daughter of the actor Hezekiah Linthicum Bateman, of Baltimore, US.