Bailey Branch is a stream located in Jackson County, Florida. It appears on the Compass Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 147.64 feet (45.00 m) above sea level. The nearest populated place is Compass Lake, approximately 1.1 miles to the NNE.