It depends on the time frame you are looking at. The below charts show real appreciation (after inflation), by city where available, going back 5, 10, and 15 years.
5 Years (Home Prices Appear VERY Cheap)
10 Years (Home Prices Appear Quite Cheap)
15 Years (Regions Impacted Most by the Recent Recession Appear Cheap... Others Quite Expensive)