Cane Creek is a stream located in Calhoun County, Mississippi. It appears on the Atlanta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 255.91 feet (78.00 m) above sea level. The nearest populated place is Vardaman, approximately 1.4 miles to the NNE.