Caney Branch is a stream located in Perry County, Indiana. It appears on the Rome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 419.95 feet (128.00 m) above sea level. The nearest populated place is Gerald, approximately 1.4 miles to the NNW.