The victims were having a barbecue when the wooden deck gave way just before 11 p.m.
They tumbled off the deck, which was about a half story off the ground, and onto the grass below.
All three, including an older woman, were treated at Queens Hospital Center for minor injuries.
The residents were celebrating a woman's birthday on the eve of July 4th.
The Buildings Department will investigate the cause of the collapse.
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