Teams are judged on speed, creativity and showmanship.
The competitors will race down Grand Avenue and take a sharp turn onto 5th Street to cross the finish line in front of Pershing Square.
Several streets in the area of Pershing Square were shut down, and some Metro bus lines made detours around the racecourse.
Watching the race is free of charge.