A spokesman for the Port Authority of New York and New Jersey said the tunnel was closed to traffic to allow emergency crews to respond.
The accident occurred at about 5:15 p.m. There was no immediate word on injuries.
New Jersey-bound drivers were diverted to the Lincoln Tunnel and the George Washington Bridge, but the accident caused major backups on lower Manhattan streets approaching the tunnel.