Lake Horseshoe is a lake located in Bayfield County, Wisconsin. It appears on the Drummond USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,381.54 feet (421.09 m) above sea level. The nearest populated place is Lake Owen, approximately 2.2 miles to the ESE.