It happened around 3:30am on Highway 59 near Fondren.
Investigators say the car went through a guardrail and then crashed into a light pole before flipping onto its side.
One man was ejected from the vehicle. The other two were rescued using the jaws of life.
There is no word on their conditions. The cause of the accident is still under investigation.