The third passenger reportedly expressed feeling some pain, but did not go to the hospital.
The California Highway Patrol said there was no indication that drugs or alcohol were involved.
A witness told TMZ that Kevin Hart was the first one to get out of the vehicle, and one of his security team members showed up shortly afterward to pick him up.
Hart was said to suffer major back injuries and was brought to Northridge Hospital.