It happened sometime between Thursday night and early Friday morning at 65th Street and Lansdowne Avenue.
Police say a woman, believed to be in her twenties, was found outside a church.
The woman told police she had been raped.
She is now being treated at Jefferson Hospital.
There was no immediate word on any suspects.