Jim Allens theory of Atlantis on the Altiplano in the Andes has got my vote. Right dimensions, matching minerals, evidence of a massive city center.
Heck of a lot better than Thera on the wrong side of the Pillars of Hercules.
Thanks for the link to Jim Allen's site. I love this stuff!