Compton was the third but second eldest surviving son of Admiral William Compton, 4th Marquess of Northampton, and his wife Eliza, daughter of Admiral Sir George Elliot [REF].
In 1886, he married Mary Evelyn Violet, daughter of Robert Charles de Grey Vyner (she was thereafter known as Lady Alwyne Compton).