Horseshoe Lake is a lake located in Sabine County, Louisiana. It appears on the Haddens USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 168.02 feet (51.21 m) above sea level. The nearest populated place is Rock (historical), approximately 1.9 miles to the SE.