The Southwest Side accident happened around 12:45 a.m. at Western Avenue and 71st Street in the Chicago Lawn neighborhood.
According to police, a man and a woman on the motorcycle were seriously hurt and taken to the hospital.
Investigators say alcohol was involved.
The police officers involved were said to be OK.