Police responded to the 2800 block of Kensington Avenue around 1:30 p.m. and blocked off a large area with crime scene tape.
A 30-year-old was shot in the head, and a 25-year-old was shot in the back and arm.
Both victims are listed in critical condition.
Officers say they found a weapon at the scene, but have not made any arrests.