Chubby Creek is a stream located in Benton County, Mississippi. It appears on the Lamar USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 391.82 feet (119.43 m) above sea level. The nearest populated place is Michigan City, approximately 0.3 miles to the NE.