Because there's no physical evidence, most likely. Semen is only found in 15% of rapes, and considering 90% of alleged sexual assaults are by significant others or close friends, most alleged victims continue to associate/date/fuck their alleged rapists for days, weeks, even years after the incidents allegedly occurred.
In other words, the burden of proof is much lower in a civil case.