Horseshoe Lake is a lake located in Haywood County, Tennessee. It appears on the Brownsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 285.59 feet (87.05 m) above sea level. The nearest populated place is Shepp, approximately 2.9 miles to the WSW.