Deepak Dudi (28) and Ajit Mann (34), both travelling in the car, were killed in the mishap which occurred in Surajgarh area.
Four of the injured children were discharged after being administered first aid at a local hospital, while one was admitted to the district hospital, police said.
A case against the bus driver, who is absconding, has been registered, they said.