The incident happened while she was on her way back home after watching a cultural show near her village.
All the three rapists were allegedly known to the girl. Two of them belong to her village.
The incident came to light on Saturday after the girl lodged a complaint with the police and named the rapists.
The police have launched a massive manhunt to nab the accused.