The first thing worth noticing in this table is that in general, when one system achieves higher precision, the other system achieves higher recall, which is not surprising.
in the last row, corresponding to proper nouns, the RR2 system outperforms the COL03 (this is the "Full" implementation) in both precision and recall, suggesting that our system is better able to capture the phrasing of proper nouns.