San Diego Fire-Rescue Department spokesman Maurice Luque says the landmark restaurant is "destroyed."
But no one was hurt and the fire was extinguished in about 20 minutes.
A sign in the restaurant notes that the 1986 movie's "sleazy bar scene" was filmed there.
Luque estimates the damage at $400,000, not including the cost of photographs and props from the film.