Town of Sumner is a civil located in Barron County, Wisconsin. It appears on the Strickland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,200.79 feet (366.00 m) above sea level. The nearest populated place is Lehigh, approximately 2.8 miles to the ENE.