The accident happened just after 9:30 p.m. on 23rd Street and 3rd Avenue in Gramercy Park.
Police are investigating the circumstances of the crash.
The driver stayed on the scene and is being interviewed by police.
The injured were taken to Bellevue Hospital in critical condition.