The officers lost control of their motorcycles as the motorcade traveled through Queens, police said.
The accident happened at the intersection of 80th Street and Astoria Boulevard just before 1:00 this afternoon.
They were taken to Elmhurst Hospital Center in stable condition with neck and back injuries.
Biden's vehicle was not involved in the accident.