Lifeguards sent out an IRB to haul the divers back to their boat - which had not been anchored properly and had drifted around a kilometre away from the divers.
A police spokesman said police were advised the divers' boat had broken down and drifted away while they were in the water.
Neither of the divers required medical attention following the incident, he said.