Paramedics were called to the scene at about 8:30 p.m. ET.
A Toronto EMS spokesperson told CBC News that both victims have multiple gunshot wounds.
One victim is believed to be in his 20s, the other in his late teens.
The shooting came just a few hours after a shooting at an apartment building on Albion Road left a man dead.