It happened after 1 a.m. Tuesday morning on Marks Avenue and Princeton Avenue.
Police say the driver ran into the power pole and part of a fence, then ran off.
He was found moments later and arrested for drunk driving.
Officers say he suffered minor injuries in the crash.