Wilderness Lake is a lake located in Bayfield County, Wisconsin. It appears on the Drummond NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,231.15 feet (375.25 m) above sea level. The nearest populated place is Delta, approximately 8.0 miles to the NE.