A Papua New Guinea ferry has gone missing with 350 people.

The ferry MV Rabaul Queen is believed to have sunk while it was travelling between Kimbe and Lae, Australian Broadcasting Corporation said.

A distress signal went up and rescue teams were scrambled, papua new Guinea's National Maritime Safety Authority said.