Police found the off-duty officer near Milner and Levick Streets, under the Tacony Palmyra Bridge just after 2:00 a.m. Monday.
Police say the officer told them that he took a wrong turn and drove into the river, but he was able to swim to shore.
The officer was not injured.
Police are still trying to locate his vehicle.