Metric | Rouge Type | Bio-BERT | Bio-Word2Vec | Gensim | Graph-Based | PyTeaser | PKUSUMSUM |
---|---|---|---|---|---|---|---|
\({\textbf {Pr}}\) | ROUGE-1 | 0.65 (0.09) | 0.58 (0.10) | 0.29 (0.07) | 0.52 (0.07) | 0.41 (0.07) | 0.24 (0.05) |
ROUGE-2 | 0.39 (0.06) | 0.32 (0.05) | 0.13 (0.04) | 0.26 (0.05) | 0.16 (0.11) | 0.23 (0.14) | |
ROUGE-L | 0.94 (0.09) | 0.87 (0.10) | 0.40 (0.07) | 0.68 (0.06) | 0.44 (0.024) | 0.32 (0.28) | |
\({\textbf {Rc}}\) | ROUGE-1 | 0.26 (0.10) | 0.26 (0.09) | 0.18 (0.06) | 0.23 (0.06) | 0.15 (0.07) | 0.18 (0.04) |
ROUGE-2 | 0.16 (0.08) | 0.13 (0.03) | 0.16 (0.03) | 0.11 (0.03) | 0.19 (0.01) | 0.09 (0.11) | |
ROUGE-L | 0.31 (0.09) | 0.28 (0.05) | 0.17 (0.03) | 0.26 (0.05) | 0.19 (0.03) | 0.23 (0.04) | |
\({\textbf {Fs}}\) | ROUGE-1 | 0.36 (0.10) | 0.35 (0.05) | 0.20 (0.06) | 0.31 (0.05) | 0.20 (0.06) | 0.22 (0.03) |
ROUGE-2 | 0.22 (0.08) | 0.18 (0.05) | 0.14 (0.03) | 0.15 (0.04) | 0.18 (0.04) | 0.17 (0.03) | |
ROUGE-L | 0.46 (0.10) | 0.42 (0.06) | 0.24 (0.03) | 0.39 (0.06) | 0.21 (0.04) | 0.28 (0.34) |