Rock Creek is a stream located in Pike County, Indiana. It appears on the Velpen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 432.81 feet (131.92 m) above sea level. The nearest populated place is Pikeville, approximately 0.8 miles to the SSW.