Authorities say it happened just before Midnight Wednesday on Mulberry and Jackson Streets.
All three men were taken to the hospital for treatment.
Police say they were all interviewed but were uncooperative and gave little information.
Anyone who knows anything about the shooting is asked to contact the Selma Police Department.