Current state of the art is a bit better than this. See the bottom section of [1] for some of the latest publications.

However, building a real world working system has challenges that are different to the academic challenge of trying to classify the most classes possible in static images.

[1] http://blogs.technet.com/b/machinelearning/archive/2014/11/1...