The collision happened in the 1100 block of Fairfax Avenue about 9:30 p.m.
Both officers were taken to a hospital with non-life threatening injuries.
The suspect vehicle fled the scene but was found abandoned not far away in the 3600 block of Carmona Avenue.
Police set up a perimeter to search for two men.