The incident happened after the female victim hailed a cab in Manayunk.
The victim, a 19-year-old woman, tells police that she got into the cab on the 4100 block of Main Street at approximately 2:00 a.m. on Saturday.
She then said she was driven around, sexually assaulted and then dumped out of the cab.
Police are investigating.