Deputies say the crash happened just after midnight Thursday morning on Old Penfield Road.
When deputies got to the scene there was no one in the car.
They say that a passenger returned to the site shortly after they arrived.
Deputies set up a perimeter and they caught the driver, Richard Torrellas, 38, of Penfield, a short time later with the help of a k-9 dog.
Torrellas was charged with DWI and resisting arrest.