Paint Rock Creek is a stream located in Roane County, Tennessee. It appears on the Cave Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 736.50 feet (224.49 m) above sea level. The nearest populated place is Paint Rock (historical), approximately 0.4 miles to the E.