Two children, aged six and 12, and a 60-year-old woman were killed in the accident on Sitapur-Lakhimpur highway, they said.
Six, all children, were injured in the mishap which happened when the jeep was trying to overtake a vehicle.
The jeep driver fled leaving the vehicle behind, police said.