Bailey Branch is a stream located in Cocke County, Tennessee. It appears on the Hartford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,217.19 feet (371.00 m) above sea level. The nearest populated place is Birdsville (historical), approximately 1.3 miles to the W.