One of the attackers held a gun to the head of one of the refugees while the other two were armed with bush knives.
The stolen items included mobile phones, laptops and speakers.
Refugee Action Coalition spokesman Ian Rintoul said no one was injured in the attack at the Koki Apartments, but the refugees had been further traumatised.
