They are in a relationship

Black Cat: Come on, Spidyyy~ Your gonna let the sexy tall cat thief go? Or join her to her house?~ Hmmm~

Spiderman: I mean..I need to fix my web----

Black Cat: What a cute spider~ Pats his head then bites his cheek But no, your coming with me~

Spiderman: Blushes under his mask