a face that makes you have the urge to want to punch it. most of the time a face that is scrunched up as if they just sucked on a lemon and is ugly, unsightly, generally hard to look at.
Dude that chick over there has a punch face. Its all scrunched up and hard to look at. i feel the overwhelming urge to punch her in the face.