The incident took place at 10th and Bennett streets at around 12:15 p.m. Thursday.
Arriving officers located two victims in the 500 block of Shearman Street.
It appears the two were shot in the 1000 block of Pine Street and fled the scene to the 500 block of Shearman.
Both were transported to Christiana Hospital, one with puncture wounds to the foot and the other with two gunshot wounds to the left hand.
No arrests have been made.