"In and Out of Love" is a 1967 song recorded by The Supremes for the Motown label. It was the second single issued with the group's new billing of Diana Ross & the Supremes, the penultimate Supremes single written and produced by Motown production team Holland–Dozier–Holland, and the last single to feature the vocals of original member Florence Ballard.