Rain Man-In 1988, the film won the Academy Award for “Best Picture.” Dustin Hoffman took the award for “Best Actor,” and Barry Levinson took home the prize for “Best Director.” In the film “Rain Man,” the filmmaker appears as a doctor near the conclusion.