Rock Lake Creek is a stream located in St. Louis County, Minnesota. It appears on the Stingy Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,429.29 feet (435.65 m) above sea level. The nearest populated place is Lavinia, approximately 4.8 miles to the SE.