Mistaken Creek is a stream located in Grayson County, Kentucky. It appears on the Falls of Rough USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 422.20 feet (128.69 m) above sea level. The nearest populated place is Hites Falls, approximately 0.7 miles to the SE.