Police say the gunmen opened fire during a drive-by shooting on the 5900 block of Market Street at 11:30 p.m. on Tuesday.
A 24-year-old man was shot in the face and was critically wounded. A 57-year-old man was shot in the back and a 22-year-old man was shot in the leg.
All three are being treated in the hospital.
Police say four men fled the scene in a dark-colored Nissan Altima.
The motive is not clear.