Several more hostages have fled from a Sydney cafe where a gunman has been holding an unknown number of people for more than 16 hours.

An Associated Press photographer near the scene heard a loud bang and saw five or six hostages running out of the Lindt Chocolat Cafe in downtown Sydney early Tuesday morning.

Five other hostages ran out of the cafe on Monday. It is not known how many remain inside.

(AP)