The only real mention of Atlantis is one line in the journal of a greek philosopher. So we know nothing about it, yet conjecture seems to run very high.

Even if it were real, so what? An island sank due to vulcanic activity, big deal. The roman civilization rose to great scientific heights, then fell into the dark ages. Just because an island had some decent architecture doesn't make it a big spectacle.