The incident happened in the intervening night of Monday and Tuesday. The accused, all in their 20s, have been arrested.
They were identified as Beant Singh, Shamsher Singh and Dharampal Singh, residents of Talwandi Malliyan.
The victim, a student of class IX, has stated in her complaint that the three abducted her from her home and took her to a room in a field where they raped her.
They then dumped her outside her aunt's house at Rampura village here, the police said.