Little Oak Lake is a lake located in Mahnomen County, Minnesota. It appears on the Beaulieu USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,330.68 feet (405.59 m) above sea level. The nearest populated place is Beaulieu, approximately 3.5 miles to the NNE.