Officers spotted the vehicle with the stolen plate being driven near the intersection of East Berry and Martin Luther King Freeway just before 9:30 p.m., according to Fort Worth Police.
Police tried to stop the silver Ford SUV, but the vehicle sped up and tried to avoid the officer.
At around 9:43 p.m. the vehicle crashed into a homeowner's fence at the intersection of Wilshire Boulevard and Walnut Drive and the suspect was arrested.
An adult male was arrested for evading arrest in a motor vehicle.
Fort Worth police are investigating to see if the car itself was stolen, in addition to the license plate.
No one was injured in the chase.