Rock Creek is a stream located in Klickitat County, Washington. It appears on the Sundale NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,153.54 feet (1,266.00 m) above sea level. The nearest populated place is Bates, approximately 1.9 miles to the ESE.