Caney Branch is a stream located in Tippah County, Mississippi. It appears on the Pleasant Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 505.25 feet (154.00 m) above sea level. The nearest populated place is Locum, approximately 2.3 miles to the WSW.