Cave Branch is a stream located in Cannon County, Tennessee. It appears on the Hollow Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 718.50 feet (219.00 m) above sea level. The nearest populated place is Burgen, approximately 0.5 miles to the SSW.