Millstone Branch is a stream located in Van Buren County, Tennessee. It appears on the Bald Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 834.87 feet (254.47 m) above sea level. The nearest populated place is Sweetgum, approximately 0.8 miles to the NNW.