Bailey Lake is a lake located in Clearwater County, Minnesota. It appears on the Bailey Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,178.28 feet (359.14 m) above sea level. The nearest populated place is Berner, approximately 13.0 miles to the S.