Police said the bodies of a man and a woman were recovered.
The occupants of the car were residents of Nedungamuwa, Gampaha.
Police said the car which was travelling at high speed had veered off the road before toppling into the reservoir.
Then the area residents have taken the ill-fated car out of the water, however, the occupants were already dead.