The 19-year-old woman was attacked between 20:30 and 21:00 on Wednesday.
Officers cordoned off an area of the park as part of their investigation, and were believed to be following a positive line of inquiry.
Anyone with information was asked to contact Police Scotland.
Police are investigating the rape of a woman in Queens Park in Glasgow's Southside.