The crash happened near the Museum Campus in the 1300 block of South DuSable Lake Shore Drive, and it appeared to involve a taxi cab.
Chicago fire officials said the injured people were taken to hospitals for treatment.
Their latest conditions and cause of the crash were not immediately known.