At the 1980 Olympics in Moscow, Melentyev achieved a world record result of 581 (from 600, without final) in the 50 m pistol event in setting a new world and a new Olympic record. The world record was surpassed by Jin Jong-oh at the 2014 World Championships; with his score of 581 Melentyev remains the current Olympic record holder.