The results are largely consistent with the extractive model scores, with CONTENTSELEC-TOR performing the best, the topic causing no statistically significant difference, and a large gap remaining between current models and a perfect system (the heuristic labels).
because we are interested in topic-focused summarization, in this work, it is also assumed that a high-level topic is provided as input, such as in Figure 1.