Absolutely, and it’s a terrible defence because without demonstrable evidence of consent, it is the same case as every successful prosecution case ever.
Much easier to prove and argue would be variations on “it can’t be me, I wasn’t there”, and “it goes completely against my character to do this, and everyone can vouch for that”. Both of which are conceded by the “I did it in a romantic way” defence.