Cherry Branch is a stream located in Cedar County, Missouri. It appears on the Filley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 790.72 feet (241.01 m) above sea level. The nearest populated place is Filley, approximately 1.6 miles to the W.