Horseshoe Lake is a lake located in Haywood County, Tennessee. It appears on the Turnpike USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 262.32 feet (79.96 m) above sea level. The nearest populated place is Cotton Lake, approximately 2.2 miles to the WNW.