Bailey Lake is a reservoir located in Attala County, Mississippi. It appears on the McAdams USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 387.93 feet (118.24 m) above sea level. The nearest populated place is Aponaug (historical), approximately 1.2 miles to the ENE.