Yeah, at first I though the results looked decent, but I notice that they're only discussing some of them. When you look at the pictures, it looks like it does well challenging objects like trees and motorbikes. But when you get to the confusion matrix, they've dissapeared, not leaving behind much. Still, I agree that the general idea of the model is well thought out.