Caney Branch is a stream located in Perry County, Indiana. It appears on the Cannelton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 393.70 feet (120.00 m) above sea level. The nearest populated place is Dodd, approximately 2.4 miles to the SE.