Cave Branch is a stream located in Hickman County, Tennessee. It appears on the Greenfield Bend USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 557.74 feet (170.00 m) above sea level. The nearest populated place is Shady Grove, approximately 1.6 miles to the ESE.