"Leave Me Alone" topped the charts in Greece, the Republic of Ireland, and Spain (in 2006), and peaked within the top ten of the charts in Belgium, New Zealand, Spain (upon its original release), and the United Kingdom. "Leave Me Alone" was generally well received by critics. In the music video, Jackson pokes fun at the rumors about him. The video was the recipient of a Grammy Award in 1990 for Best Music Video. The song was never performed on any of Jackson's tours.