Waterhole Branch is a stream located in Greene County, Mississippi. It appears on the McLain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 63.11 feet (19.24 m) above sea level. The nearest populated place is Benjoe, approximately 1.7 miles to the SW.