The accident happened next to the club Pacha on West 46th Street and 11th Avenue.
The crash knocked down a 60 foot section of scaffolding.
The injured, a man and woman believed to be the cab driver and a passenger, were both taken to Bellevue Hospital in serious but stable condition.