Horse Pond is a lake located in Perry County, Tennessee. It appears on the Graves Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 950.95 feet (289.85 m) above sea level. The nearest populated place is Sweetwater, approximately 4.5 miles to the SE.