Caney Creek is a stream located in Baker County, Georgia. It appears on the Leary USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 160.76 feet (49.00 m) above sea level. The nearest populated place is Iveys Mill, approximately 1.5 miles to the SW.