I would definitely leave although I would hope that I would realise that something was amiss long before falling for them.
Basically when it comes down to it I am only attracted to females sexually and would only go for natural born females as I do not consider post op "females" to be female at all but rather mutilated males.
When it comes to transsexuals I am even less inclined.