Eighteen of those hurt were taken to the hospital for medical evaluation, while five received treatment at the scene.
The crash prompted the closure of the Metro Access Road and caused significant disruption to mass transit operations for several hours.
The Arlington Fire Department responded to the crash but referred all enquiries to the Pentagon Force Protection Agency, the federal law enforcement body responsible for the Pentagon.