Extractive Summarization on CNN/DM (test) benchmark leaderboard · SOTA2 Research

Extractive Summarization on CNN/DM (test)

52.59ROUGE-1ORACLE

Evaluation Results

Method	Links
ORACLE2020.04		52.59	31.23	48.87
MATCH-ORACLE2020.04		51.08	26.94	47.22
MATCHSUM (ROBERTa-base)2020.04		44.41	20.86	40.55
MATCHSUM (BERT-base)2020.04		44.22	20.62	40.38
BERTSUM*2020.04		43.85	20.34	39.9
BERTEXT + Tri-Blocking2020.04		43.23	20.22	39.6
BERTEXT + Tri-Blocking (Ours)2020.04		43.18	20.16	39.56
BERTEXT + RL2020.04		42.76	19.87	39.11
BERTEXT (Ours)2020.04		42.73	20.13	39.2
PNBERT + RL2020.04		42.69	19.6	38.85
BERTEXT2020.04		42.57	19.96	39.04
PNBERT2020.04		42.39	19.51	38.69
HIBERT2020.04		42.37	19.95	38.83
BERTEXT†2020.04		42.29	19.38	38.63
JECS2020.04		41.7	18.5	37.9
NEUSUM2020.04		41.59	19.01	37.98
BANDITSUM2020.04		41.5	18.7	37.6
LEAD2020.04		40.43	17.62	36.67