Little Rock Creek is a stream located in Nobles County, Minnesota. It appears on the Rushmore USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,495.89 feet (455.95 m) above sea level. The nearest populated place is Ransom, approximately 3.5 miles to the NE.