Bates Branch is a stream located in Bedford County, Tennessee. It appears on the Wartrace USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 800.52 feet (244.00 m) above sea level. The nearest populated place is Kellertown, approximately 0.9 miles to the SE.