I agree with Keco on this one. But I personally don't believe "beauty" is all about bone structure, symmetrical faces or what have you. Maybe that study is technically correct, but there's many aspects of beauty that it simply doesn't account for.
Plus...you're describing your ideal body type and the study is about facial beauty. If the study were saying men prefer average to petite women (who would usually have feet in proportion to their body-small) then I'd agree