An elderly couple is missing in Victoria’s high country.

70-year-old Guy Beesley and 69-year-old Susan Beesley left Whiteheads Creek in their white 2016 Land Rover Discovery Wagon on Monday but haven’t returned home.

The car’s number plates are AJT 166.

Anyone who knows of their whereabouts should call Benalla Police Station on 03 5760 0200.