The two cars collided on Byfleet Road at around 4.30 yesterday afternoon.
Despite extensive searches, police say one of the drivers is missing, a white man not wearing a top and possibly with an injury to his face.
If you have any information, contact police on 101, or crimestoppers to remain anonymous.