It happened around 1:30 p.m. Saturday at 4th and Franklin streets.
Detectives say the two victims were sitting in a car when the gunman shot them repeatedly.
The victims tried to drive away but crashed.
A 26-year-old man was shot at least seven times, and is now hospitalized in critical condition.
The other victim, a 35-year-old man, is listed in stable condition.