Maple Lake is a lake located in Polk County, Minnesota. It appears on the Mentor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,172.90 feet (357.50 m) above sea level. The nearest populated place is Mentor, approximately 2.8 miles to the NNE.