South Australia state police said that witnesses reported seeing a car speeding down a wharf in the city of Port Lincoln early today morning before it appeared to deliberately drive off the end of the pier.
The white station wagon quickly sank in 30 meters (100 feet) of water.
Police divers found the bodies of the man and children inside the submerged car about six hours later.
Officials have not released the victims' identities.