The crash happened near Orleans and Locust just before 12 a.m. Sunday.
Three people were taken to Northwestern Memorial Hospital, and two were taken to Advocate Illinois Masonic Medical Center.
Two parked cars were also damaged.
It is not clear what caused the accident. Chicago police are investigating the crash.