The shooting happened around 7:30 p.m. on the 1100 block of B Street.
One man died of his injuries. Another man is listed in critical conditon at an area hospital and a man and woman suffered grave wounds in the shooting.
Officers are looking for three suspects who fled the scene in a light-colored vehicle.