Cleveland is a village located in Manitowoc County, Wisconsin. Cleveland has a 2026 population of 1,581. Cleveland is currently growing at a rate of 0.32% annually but its population has decreased by -0.19% since the most recent census, which recorded a population of 1,584 in 2020.