It happened around 8:00 p.m. Friday night near Battersea Road and Bay Avenue.
The exact details of the accident are unclear but only the roof of the black sedan was visible in the water.
A Good Samaritan pulled the driver to safety. She was not injured.
Witnesses say the woman seemed disoriented and police took her in for questioning.
No word what caused the driver to lose control.