Ellison Lake is a reservoir located in Milam County, Texas. It appears on the Baileyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 338.65 feet (103.22 m) above sea level. The nearest populated place is Eloise, approximately 2.5 miles to the NNE.