Who sings the song would walk 500 in movie called Benny and Joon with actor Johnny Depp?

The song "Would I Lie to You" from the movie Benny & Joon, starring Johnny Depp, is sung by The Eurythmics, a British pop duo consisting of Annie Lennox and Dave Stewart.