The Mole People  (1956) starring John Agar, Cynthia Patrick,  Hugh Beaumont, Alan Napier

Ignore the pseudo-scientific explanation of how there could be a vast, underground civilization at the beginning of “The Mole People“–since it really doesn’t have much to do with the movie, and simply serves as padding.