Pumpkin Patch Creek is a stream located in Franklin County, Mississippi. It appears on the Smithdale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 364.16 feet (111.00 m) above sea level. The nearest populated place is Mars Hill, approximately 0.4 miles to the SE.