Clarence Lake is a lake located in Becker County, Minnesota. It appears on the Flom NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,228.55 feet (374.46 m) above sea level. The nearest populated place is Ogema, approximately 4.1 miles to the ESE.