According to the results it is clear that summing posteriors yield slightly better results for all cases. Again, the results show a big gap between using one hidden layer network or using more hidden layers. On the other hand, the improvement obtained at a patch level (previous table) by including the location information produces also an improvement at image level, obtaining the best results in both databases for this case