Battle Branch is a stream located in Leake County, Mississippi. It appears on the Renfroe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 360.89 feet (110.00 m) above sea level. The nearest populated place is Midway, approximately 1.2 miles to the SSE.