Cleveland is a city located in White County, Georgia. Cleveland has a 2026 population of 3,583. It is also the county seat of White County. Cleveland is currently growing at a rate of 1.5% annually and its population has increased by 2.34% since the most recent census, which recorded a population of 3,501 in 2020.