Can you be more specific about the limitations of state of the art image based object detection? Is it skewed toward false positives or false negatives? What ac

Can you be more specific about the limitations of state of the art image based object detection? Is it skewed toward false positives or false negatives? What accuracy is considered state of the art? Do you mean classification of an object in an image, or merely recognising that there is an object there?