The results we present on the different auxiliary categories (see Tables 2 and 4) are obtained from training a single classifier over the entire dataset and then testing on auxiliaries from each category, with the ALL result being the accuracy obtained over all of the test data.
not only do we improve upon the stateof-the-art accuracy, but we also expand the scope of VPE-detection to include to-VPE without causing a significant decrease in accuracy.