Superflat worlds still generate a non-flat biome once entering.

Once I created a Superflat world (Desert preset) I noticed that a plains and an ocean had also been created along side the superflat desert. This only happens when I enter a new superflat world, further exploration will not yield any more non-flat biomes.

This is the same for The Nether and The End, although those might have been intentional.