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Papers Benchmarks Datasets Tasks

QMSum dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

QMSum

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Long-Context Summarization

QMSum

15.32ROUGE-L

3

Meeting Summarization

QMSum Gold turns only

40.2ROUGE-1

3

Query-based Summarization

QMSum SCROLLS (val)

30.9ROUGE-1

2

Policy-level amplification detection

QMSUM

0.762AUROC

1

Transcript Challenge Assessment

QMSum (test)

3Spoken Language Score

1

Meeting Transcript Evaluation

QMSum

4.5Coherence

1

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Popular tasks

Summarization Meeting Summarization Document Summarization Next-token prediction Query Focused Summarization

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