It happened just before 8 p.m. Thursday in the area of 19th and Spring Garden streets.
Authorities say the drunk driver was going the wrong way on a one-way street.
Officers say they had to smash out his window to stop him.
The man was taken into custody on DUI.
No injuries were reported.