Three men have fled from the building near the Lindt cafe in Sydney where a gunman is holding people hostage, BBC reported.
Footage shows three people, one reported to be a staff member, with the other two believed to be customers.
Hundreds of armed police have sealed off the normally busy Martin Place in the central business district.
People have been seen inside the cafe with their hands up against a window, and holding up a black flag with Arabic writing.