The Confusion Matrix

This week, we look at the confusion matrix. What's the state of the art in a task like this? Yeinstead of the artinas a bench mark. Do you have any ability to bench mark this against, like a human user or a known result? If so, share your results with us on Twitter @CNNOpinion and @cnnireport.