Cave Branch is a stream located in Hickman County, Tennessee. It appears on the Pleasantville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 511.81 feet (156.00 m) above sea level. The nearest populated place is Pleasantville, approximately 0.9 miles to the SE.