Cave Spring Branch is a stream located in Newton County, Arkansas. It appears on the Mount Judea USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 764.85 feet (233.13 m) above sea level. The nearest populated place is Vendor, approximately 1.2 miles to the WSW.