The victim, aged around 16 years, was rescued by Government Railway Police personnel at the railway station near Karnal.
"The girl, a resident of Tarwari area, has claimed that she was raped by 10-11 people. She was lured by a man who had promised to marry her. Our men rescued her from the railway station," the officer said.
The victim has undergone a medical examination, he said, adding that the result of which is awaited.
In the last few months, Haryana has seen spurt in cases of violence against women.