Abstract: In this paper, the development history of measurement uncertainty, the current research status at home and abroad, and the possible future development directions are mainly introduced. The seven main evaluation algorithms are introduced and summarized, and the current situation of the application of measurement uncertainty in different fields is investigated and summarized. Finally, the applicable scenarios of different evaluation algorithms are summarized, and the possible future development directions of measurement uncertainty are discussed.