Canoe Branch is a stream located in Wayne County, Tennessee. It appears on the Leatherwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 528.22 feet (161.00 m) above sea level. The nearest populated place is Flat Woods, approximately 1.9 miles to the NNE.