Gum Branch is a gut located in Holmes County, Florida. It appears on the Bonifay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 113.70 feet (34.66 m) above sea level. The nearest populated place is Hoover Mill, approximately 1.5 miles to the NW.