The shooting happened just after 4 p.m. Both men were pronounced dead at the scene.
Durham police on Sunday identified the men as 24-year-old Tyshawn Chavis of Durham and 26-year-old Donovan Bright of Durham.
Police said the shooting doesn't appear to be random.
An investigation is still underway.
No arrests have been made.