Leaf Lake is a lake located in Becker County, Minnesota. It appears on the Big Cormorant Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,354.99 feet (413.00 m) above sea level. The nearest populated place is Cormorant, approximately 4.7 miles to the SSW.