Unsupervised Extractive Summarization On
評価指標
ROUGE-1
ROUGE-2
ROUGE-L
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | ROUGE-1 | ROUGE-2 | ROUGE-L | Paper Title | Repository |
|---|---|---|---|---|---|
| SumBasic | 29.47 | 6.95 | 26.30 | A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents | |
| HipoRank | 39.34 | 12.56 | 34.89 | Discourse-Aware Unsupervised Summarization of Long Scientific Documents | |
| PacSum | 39.33 | 12.19 | 34.18 | - | - |
| PacSum | 38.57 | 10.93 | 34.33 | Discourse-Aware Unsupervised Summarization of Long Scientific Documents | |
| TextRank | 24.38 | 10.57 | 22.18 | - | - |
| MMR | 29.75 | 6.14 | 26.41 | - | - |
| FAR | 40.92 | 13.75 | 35.56 | - | - |
| LSA | 29.91 | 7.42 | 25.67 | A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents | |
| Lead | 33.66 | 8.94 | 22.19 | - | - |
| LexRank | 33.85 | 10.73 | 28.99 | A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents |
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