Cane Creek is a stream located in Perry County, Tennessee. It appears on the Chestnut Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 439.63 feet (134.00 m) above sea level. The nearest populated place is Beardstown, approximately 0.9 miles to the SW.