Town of Cleveland is a civil located in Jackson County, Wisconsin. It appears on the Fairchild USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,171.26 feet (357.00 m) above sea level. The nearest populated place is Fairchild, approximately 3.4 miles to the NNE.