Police first spotted him driving on a rim near Slater Avenue and Brookhurst Street but said they called off the pursuit due to the driver's recklessness and poor weather conditions.
Officers found him a short time later. That's when police say the driver took off and struck the pole.
Police arrested the driver, who hasn't been identified, for DUI and felony evading.
He suffered only minor injuries.