Victory Branch is a stream located in Upshur County, Texas. It appears on the Gladewater USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 280.68 feet (85.55 m) above sea level. The nearest populated place is Gladewater, approximately 1.0 miles to the SE.