Lilly Creek is a stream located in Pontotoc County, Mississippi. It appears on the Sherman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 326.38 feet (99.48 m) above sea level. The nearest populated place is Chesterville, approximately 1.1 miles to the N.