Horseshoe Lake is a lake located in Pearl River County, Mississippi. It appears on the Henleyfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 62.36 feet (19.01 m) above sea level. The nearest populated place is Chinquapin, approximately 1.8 miles to the E.