Lily Pad Lake is a lake located in Crow Wing County, Minnesota. It appears on the Cross Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,236.45 feet (376.87 m) above sea level. The nearest populated place is Cross Lake, approximately 3.3 miles to the SW.