Caney Branch is a stream located in Blount County, Tennessee. It appears on the Maryville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 820.21 feet (250.00 m) above sea level. The nearest populated place is Little River, approximately 0.3 miles to the W.