The incident happened around 11:00 p.m. Saturday in the 1500 block of Mt. Ephraim Avenue.
Police tell Action News one man was shot twice in the back and is in critical condition at Cooper University Hospital.
The other man was treated and released for a gunshot wound to his hand.
Police are still searching for the shooter.