Cross Bay Lake is a lake located in Cook County, Minnesota. It appears on the Long Island Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,707.78 feet (520.53 m) above sea level. The nearest populated place is Maple Hill, approximately 28.2 miles to the SE.