It happened around 6:00 p.m. Sunday near the intersection of 23rd and South streets in Center City.
Witnesses tell Action News that the driver said the accelerator was stuck.
The vehicle crashed into four parked cars.
No word on any injuries.
Officers from the 17th Police District are handling the investigation.