Cave Branch is a stream located in Clay County, Kentucky. It appears on the Portersburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 971.13 feet (296.00 m) above sea level. The nearest populated place is Lebanon (historical), approximately 0.9 miles to the W.