Horseshoe Lake is a lake located in Woodruff County, Arkansas. It appears on the Gregory USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 183.73 feet (56.00 m) above sea level. The nearest populated place is New Augusta, approximately 2.2 miles to the N.