The incident occurred Monday night when the girl was sleeping in her house. The accused allegedly abducted and raped her in the farms nearby, SP Sulochana Gajraj said.
Her parents found her in a critical condition near the house and rushed to the district hospital from where she was referred to a hospital in Palwal, police said, adding her condition is critical.
On a complaint by her father, the police have registered a case against unidentified men.
The investigation is on, police added.