Horseshoe Lake is a lake located in Blue Earth County, Minnesota. It appears on the Judson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 778.11 feet (237.17 m) above sea level. The nearest populated place is Judson, approximately 1.8 miles to the ESE.