Horseshoe Lake is a lake located in Otter Tail County, Minnesota. It appears on the Dayton Hollow Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,156.92 feet (352.63 m) above sea level. The nearest populated place is Parkdale, approximately 3.0 miles to the E.