 He married Annie Elizabeth Hill in 1877 and had twin sons, actor Anthony Caton Woodville and painter William Passenham Caton Woodville, in 1884.His wife sued him for divorce in 1892.In spite of his success, Caton Woodville suffered financial problems, and was declared bankrupt in 1905.