Can anyone identify a story about a submarine crew who wind up finding a civilization living beneath the sea floor? This civilization is a peaceful race who visit the surface in UFOs to observe. Their culture is so honest and open crimes do not take place, like a better Singapore.

It is not The Abyss and I really don't remember if it was a book I read years ago or a movie.