Panther Creek is a stream located in Tishomingo County, Mississippi. It appears on the Paden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 408.20 feet (124.42 m) above sea level. The nearest populated place is Paden, approximately 0.7 miles to the N.