If she has withdrawn her consent then from that point forward it's rape.
Actually the point was aimed at the 'degrees' of rape apologists, "he didn't punch her, so it's not so bad" types, however no consent, withdrawn consent or incapable of consent = rape.
Just a question, if both parties are incapable, who gets charged?