Oak Lake is a lake located in Polk County, Minnesota. It appears on the McIntosh USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,197.31 feet (364.94 m) above sea level. The nearest populated place is Erskine, approximately 2.2 miles to the W.