A police spokesman said they were called about 1.30pm to the building between Don and Esk Sts.
A reporter at the scene said staff and students were evacuated to Don St but were given the all-clear at 1.55pm and allowed to re-enter the building.
People who had been evacuated said they understood the incident was a suspected bomb threat.