Horseshoe Lake is a lake located in Sierra County, New Mexico. It appears on the Fifteenmile Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,990.92 feet (1,216.43 m) above sea level. The nearest populated place is Tularosa, approximately 16.6 miles to the E.