Toronto paramedics examined the officers on the scene but the officers were not injured.
The incident happened just before midnight near Peter and Wellington.
After striking the officers, the driver of the vehicle led police on a high-speed chase along the Gardiner and QEW toward Hamilton, police in Toronto's 52 Division say.
The suspect managed to evade arrest. Police say they're looking for a black four-door Mercedes.