In 1957, Middleton helped the Lions win the NFL championship, making a diving catch in the end zone on 28-yard touchdown pass from Tobin Rote in the 1957 NFL Championship Game. In 1959, he had a career-long, 79-yard reception on a pass from Earl Morrall.