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Papers Benchmarks Datasets Tasks

CNNDM dataset and benchmarks · SOTA2 Research

Research Datasets

CNNDM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

CNNDM

12.64ROUGE-2

62

CNNDM (test)

37.82ROUGE 2

31

Text Summarization

CNNDM

15.7ROUGE-2 Score

28

CNNDM full-length F1 (test)

42.37ROUGE-1

19

Abstractive Summarization

CNNDM full (test)

42ROUGE-1

16

Multiple-type control summarization

CNNDM (test)

0.389ROUGE-1

12

Text Summarization

CNNDM

22.15ROUGE-2

11

Abstractive Summarization

CNNDM (test)

47.78ROUGE-1

11

CNNDM T=1 (test)

13.05ROUGE-2

8

Factual Consistency Evaluation

Q-CNNDM

59.6Kendall's Tau

8

CNNDM 10K (test)

35.8ROUGE-1

8

CNNDM

0.806MiniCheck

7

CNNDM

43.51ROUGE-1

6

Natural Language Generation

CNNDM (test)

22ROUGE-2

6

Dynamic Aspect-Based Summarization

D-CnnDM (test)

1#AbsAspDiff

5

Aspect-based summarization

D-CnnDM (test)

3.83Coherence

4

CNNDM (test)

17.3ROUGE-2 (0-shot)

4

Text Summarization

CNNDM (test)

35.021st Percent

4

Aspect Number Prediction

D-CnnDM (test)

1.04Absolute Aspect Number Difference

3

Abstractive Summarization

CNNDM (test)

18Factual Consistency (Better Count)

1

Popular tasks

Summarization Text Summarization Abstractive Summarization Natural language generation Aspect-based Summarization

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