1962: 'West Side Story' Musicals were big business in the '60s and resulted in four Best Picture winners, including 1961's West Side Story, which took home 10 Oscars and beat out Fanny (1961), The Guns of Navarone (1961), The Hustler (1961) and Judgment at Nuremberg (1961).