I'm not sure why Federation Square is famous. The architecture seems chaotic and less interesting so it's probably more for what goes on e.g. protests, celebrations and partying. The one nice building is Flinder's Station on the western part of the square. While walking around the square I randomly met Pierre and Loic that I had camped with in Tasmania some weeks before – small world.