Rock Creek is a stream located in Cocke County, Tennessee. It appears on the Paint Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,147.44 feet (349.74 m) above sea level. The nearest populated place is French Broad, approximately 0.1 miles to the W.