Felix's team took a survey for the most attractive body parts of men and women and here's what they found: Men cited women's faces as being their most attractive attribute by 46%. In second place, women's butts came in at 18% followed by hair at 11%. Legs, breasts, eyes, and others composed the remaining 26%.