It's been studied a lot, I just threw that up as example since it was posted here a couple of days ago. Here's one of OKCupid's own studies [1]. You can search for others that confirm the same thing over and over again.
1. https://www.gwern.net/docs/psychology/okcupid/yourlooksandyo...
