From the row D A + D S in Table 2(a), we observe that the typed score F1 is slightly behind that of rank 1 system while all other three metrics are significantly better, indicating that we need to improve our modeling of the intersection of the three aspects.
this does not apply to images dataset where the improvement on the typed score F1 comes from the typed alignment.