Hiroki Ogawa, 31, from Japan, and Nicole Sutton, 29, from New Zealand, were part of a group of climbers who reached the summit of Mount Taranaki on Saturday before encountering bad weather on the descent, police said.
Two other climbers in the group made it to safety after spending a night on the mountain.