I wonder whether some of the intermediate layers in these models might correspond to something like "living room" or other locations that provide additional information about the objects that might be in the scene. For example, I suspect it was much easier for me to identify the preamp and the wii in one of the pictures because I knew it was a living room/den instead of an office or study.