Note that while U-DOP* is about 2 orders of magnitudes smaller than UML-DOP for the WSJ10, it is almost 3 orders of magnitudes smaller for the first 2 million sentences of the NANC corpus.
even if U-DOP* does not give the highest f-score in table 1, it is more apt to be trained on larger data sets.