My absolute favourite is "Beat It", no question.

Close runners-up include "Billy Jean", "Dirty Diana", "Bad" and, of course, "Thriller".

R.I.P. MJ ;__;

EDIT: I just heard "Man in the Mirror" on the radio and had forgotten how much I love it <3 Another runner-up right there.