Lake Arthur is a town located in Chaves County, New Mexico. Lake Arthur has a 2026 population of 375. Lake Arthur is currently growing at a rate of 0.27% annually but its population has decreased by -1.32% since the most recent census, which recorded a population of 380 in 2020.