It happened around 2:45 a.m. Tuesday on the 200 block of Christiana Road.
Police said the driver crashed into Building D in the Georgetown Manor Apartments.
However, the driver was able to reverse and continue on.
Police caught up with the driver a few buildings away.
The driver refused any medical treatment and was taken in for questioning.
No one inside the apartment was injured.