Cave Creek is a stream located in Wayne County, Tennessee. It appears on the Three Churches USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 629.92 feet (192.00 m) above sea level. The nearest populated place is Victory (historical), approximately 4.6 miles to the S.