Caney Flat Branch is a stream located in Columbia County, Florida. It appears on the Deep Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 111.55 feet (34.00 m) above sea level. The nearest populated place is Greenfield, approximately 2.5 miles to the S.