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Papers Benchmarks Datasets Tasks

Multi-News dataset and benchmarks · SOTA2 Research

Research Datasets

Multi-News

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Abstractive Summarization

Multi-News

21.1ROUGE-2

47

Multi-document Summarization

Multi-News (test)

21.7ROUGE-2

45

Indirect Prompt Injection

Multi-News

100ASR

42

Long-context language generation

Multi-News

3.51Average Acceptance Length (τ)

25

News Summarization

Multi-News

55ROUGE-1

17

Summarization Faithfulness

Multi-News

38.02SummaC

12

Faithfulness Evaluation

Multi-News (test)

38.5SummaC

12

Multi-Document Summarization

Multi-News 256 (test)

46ROUGE-1

12

Abstractive Summarization

Multi-News 56k samples (test)

20.72ROUGE Score

12

Extractive Summarization

Multi-News (test)

49.9ROUGE-1

9

Topic Generation

Multi-News

0.524Average Aggregate Score

8

Multi-document summarization

Multi-News (test)

149Non-Redundancy

7

Discrimination between Good Faith and Problematic agents (Summarization)

Multi-News 9.0:1

6.55Cohen's d

6

Multi-document Summarization

Multi-News

54.97ROUGE-1

2

Popular tasks

Multi-document summarization Abstractive Summarization Faithfulness Evaluation Extractive Summarization Topic Generation

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