Whiteoak Canyon is a valley located in Madison County, Virginia. It appears on the Old Rag Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,092.16 feet (332.89 m) above sea level. The nearest populated place is Oldrag, approximately 1.5 miles to the NNE.