Horseshoe Lake is a lake located in Obion County, Tennessee. It appears on the Rives USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 280.72 feet (85.56 m) above sea level. The nearest populated place is Polk, approximately 2.8 miles to the N.