Horseshoe Lake is a lake located in Warren County, Mississippi. It appears on the Queens Hill Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 121.69 feet (37.09 m) above sea level. The nearest populated place is Youngton, approximately 2.4 miles to the N.