Caney Island is a island located in Lake County, Tennessee. It appears on the Tiptonville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 282.15 feet (86.00 m) above sea level. The nearest populated place is Lake Drive, approximately 2.3 miles to the SW.