The incident was reported to the police late last night, they said.
The woman, in her 20s, told the police that she met the man at a restaurant in Vasant Vihar yesterday and they became friends, the police said.
He brought her to his home in Dwarka where he allegedly raped her and then fled, the police said.
A case was registered in this regard, they said, adding the man is yet to be arrested.