Caney Bay is a swamp located in Brantley County, Georgia. It appears on the Hoboken East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 59.06 feet (18.00 m) above sea level. The nearest populated place is Burton Terrace, approximately 3.6 miles to the ENE.