Horseshoe Lake is a lake located in Cass County, Minnesota. It appears on the Whipholt USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,329.07 feet (405.10 m) above sea level. The nearest populated place is Whipholt, approximately 1.7 miles to the W.