Cave Branch is a stream located in Metcalfe County, Kentucky. It appears on the Sulphur Well USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 675.02 feet (205.75 m) above sea level. The nearest populated place is Beechville, approximately 0.2 miles to the NNW.