The crash happened in the area of Vernon and Central avenues at about 10:20 p.m., with firefighters having to extricate an officer who was trapped in the mangled patrol car.
All three victims were transported to a hospital with non-life threatening injuries.
It was not immediately known what caused the crash, but police believe it was an accident.