Rocky Ridge Creek is a stream located in Washburn County, Wisconsin. It appears on the Dunn Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,000.98 feet (305.10 m) above sea level. The nearest populated place is Spooner, approximately 6.5 miles to the SE.