Delphia Creek is a stream located in Kemper County, Mississippi. It appears on the Lauderdale NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 323.88 feet (98.72 m) above sea level. The nearest populated place is Ayanabi (historical), approximately 1.1 miles to the S.