Are knuckles and rouge dating

No they aren't, mostly Knuckles and Rouge are seen as enemies. Rouge does in fact have a crush on Knuckles but Knuckles has doesn't have the same feelings for Rouge, Rouge says that he's cute when he's angry but Knuckles feels disgusted over that.