Text Summarization on HowSumm-Method

Metric: ROUGE-1 (higher is better)

LeaderboardDataset

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#	Model↕	ROUGE-1▼	Extra Data	Paper	Date↕	Code
1	LexRank (query: method + article + steps titles)	53.5	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
2	CES (query: method + article + steps titles)	52.2	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
3	GreedyRel (query: method + article + steps titles)	48.6	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
4	CES (query: method title)	48.4	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
5	CES (query: method + article titles)	48.3	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
6	LexRank (query: method title)	47.7	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
7	LexRank (query: method + article titles)	47.1	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
8	GreedyRel (query: method title)	43.4	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code
9	GreedyRel (query: method + article titles)	42.3	No	HowSumm: A Multi-Document Summarization Dataset ...	2021-10-07	Code

#1LexRank (query: method + article + steps titles)SOTA
53.5
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#2CES (query: method + article + steps titles)
52.2
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#3GreedyRel (query: method + article + steps titles)
48.6
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#4CES (query: method title)
48.4
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#5CES (query: method + article titles)
48.3
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#6LexRank (query: method title)
47.7
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#7LexRank (query: method + article titles)
47.1
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#8GreedyRel (query: method title)
43.4
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code
#9GreedyRel (query: method + article titles)
42.3
ROUGE-1· 2021-10-07
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Code