Seven US military personnel are missing after two Marine Corps aircraft crashed in an unexplained mishap off Japan.

The Marine Corps say the aircraft launched from Marine Corps Air Station Iwakuni and were conducting regularly scheduled training when the unexplained blunder took place.

The Marine Corps say Japanese search and rescue aircraft immediately responded to aid in recovery efforts. It is unclear if US military officials are assisting with the search.