Paint Rock Creek is a stream located in Scott County, Tennessee. It appears on the Huntsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,127.63 feet (343.70 m) above sea level. The nearest populated place is Newtown, approximately 0.9 miles to the NNE.