Thanks! I believe that for dense predictions (such as segmentation or depth estimation), the average value per pixel would not be too meaningful, since it will result in only a small change in value because of averaging so many pixels. It would be hard to capture subtle changes in the prediction. Calculating the value across an entire image should give a much better signal.