Lost Horse Creek is a stream located in Lauderdale County, Mississippi. It appears on the Lauderdale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 215.88 feet (65.80 m) above sea level. The nearest populated place is Lockhart, approximately 3.0 miles to the SSW.