The rules don't indicate that the musicals are stage productions or films. The fact that Moulin Rouge! is one of the answers means that films are being considered too. "The Rocky Horror Picture Show" should be accepted.
The Rocky Horror Show is the name of the musical, so actually yes people would call it that. It's only the movie adaptation that included the word 'picture'.
If Ever I Would Leave you".