Horseshoe Lake is a lake located in Otter Tail County, Minnesota. It appears on the Heilberger Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,376.18 feet (419.46 m) above sea level. The nearest populated place is Edwards, approximately 5.8 miles to the WSW.