Riley Branch is a stream located in Graves County, Kentucky. It appears on the Elva USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 377.91 feet (115.19 m) above sea level. The nearest populated place is Oak Level, approximately 1.9 miles to the ESE.