The accused also allegedly tried to kill the girl after raping her, the officer said.
The victim is being treated at a city hospital, he said.
The incident happened yesterday night when the victim's boyfriend called her at his uncle's house, the officer said.
The house was empty since all the members of the house had gone to attend a family gathering, the officer added.
"Her boyfriend was drinking with three of his friends at his uncle's residence. They tricked the girl into drinking liquor laced with drugs, following which she fell unconscious. They then took turns to rape the girl," the officer said.
When the members of the house returned, they found that the girl was bleeding profusely, he said.
But the girl's family was not convinced with the version of the boy's uncle's family, and so they lodged a complaint with the Sonarpur police station, he added.
A probe has been initiated, the officer said.