Horseshoe Lake is a lake located in St. Louis County, Minnesota. It appears on the Eveleth USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,356.89 feet (413.58 m) above sea level. The nearest populated place is Spruce, approximately 1.9 miles to the NW.