Sorry, speaking from my experience. And probably most guys experience. Everyone who has been to highschool can see it.

OKCupid has some research, but they don't record actual sex encounters. They have stats like "As you can see from the gray line, women rate an incredible 80% of guys as worse-looking than medium".