Steep Bank Creek is a stream located in Union County, Louisiana. It appears on the Fish Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 58.17 feet (17.73 m) above sea level. The nearest populated place is Brantley Landing, approximately 1.0 miles to the NNE.