Horseshoe Lake is a lake located in Dyer County, Tennessee. It appears on the Lane USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 269.62 feet (82.18 m) above sea level. The nearest populated place is Poplar Ridge, approximately 1.2 miles to the ENE.