Cane Mill Branch is a stream located in Jackson County, Louisiana. It appears on the Womack USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 170.60 feet (52.00 m) above sea level. The nearest populated place is Womack, approximately 0.4 miles to the NNE.