I'm a research scientist for a face recognition company and have done a lot of work with attractiveness estimators and sex classification. I've found that the sex classification score and female attractiveness has a pretty high correlation. I think Alice O'Toole has a paper that has a similar finding although I would have to search for the exact reference.