The king of getting screwed by the Oscars is Peter O'Toole. When it came to Lawrence of Arabia, O'Toole didn't win the competitive Globe, but at least won the award for Promising Newcomer that year. Which actor beat him for the award, playing Atticus Finch in To Kill a Mockingbird.
Gregory Peck