As shown earlier, for those two setups the structural SVMs perform better than the flat approach.
for the tree hierarchies of Brown that we deformed or flattened, and also BNC and Syracuse, either or both of the two balance scores tend to be lower, and no improvement has been obtained over the flat approach.