Horseshoe Lake is a lake located in Grant County, Minnesota. It appears on the Fourmile Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,175.52 feet (358.30 m) above sea level. The nearest populated place is Ashby, approximately 5.4 miles to the ENE.