Document Summarization On Howsumm Step

Metrics

ROUGE-1

Results

Performance results of various models on this benchmark

		Paper Title
LexRank (query: step title)	39.6	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: step title)	39.3	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: step + method titles)	38.3	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
LexRank (query: step + method titles)	38.2	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: step + method + article titles)	37.0	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
LexRank (query: step + method + article titles)	36.3	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: step + method titles)	30.3	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: step title)	30.1	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
BM25-HierSumm (query: step + method titles)	23.0	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
BM25-HierSumm (query: step title)	22.3	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
BM25-HierSumm (query: step + method + article titles)	21.9	HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles

0 of 11 row(s) selected.

Document Summarization On Howsumm Step | SOTA | HyperAI