Horseshoe Lake is a lake located in Beauregard County, Louisiana. It appears on the Merryville North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 66.89 feet (20.39 m) above sea level. The nearest populated place is Merryville, approximately 3.6 miles to the SE.