Horseshoe Lake is a lake located in Dallas County, Arkansas. It appears on the Tates Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 164.04 feet (50.00 m) above sea level. The nearest populated place is Tates Bluff, approximately 1.2 miles to the SW.