Arlington County Police said a stolen car ended up in a creek early Tuesday morning.
Officers spotted the vehicle driving near I-395 and King Street at about 1 a.m., according to Det. Crystal Nosal, Public Information Officer with Arlington County Police.
Officers followed the car to Arlington Mill Drive in Arlington County, where it crashed in the water a few minutes later.
When police arrived at the scene, no one was inside the car.
Police are looking for two men but said they do not have a good description of them.
Investigators said the car was stolen in Prince George's County.