According to the thread Which Civilization Are You Most Excited to Play? the Chinese have at least popular right now despite having the very interesting gameplay mechanics and the most unique units.
I think that has a lot to do with how the Civilisation feels.
Chinese Architecture feels a bit wrong and people noticed that.