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Abstractive Text Summarization research benchmarks · SOTA2 Research

Abstractive Text Summarization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CNN/Daily Mail (test)

50.77ROUGE-L

169

Feb 26, 2026

39.65ROUGE-1

14

Feb 26, 2026

57.5QA Score

4

Feb 26, 2026

56.1QA Score

4

Feb 26, 2026

41.8QA Score

3

Feb 26, 2026

XL-Sum English (test)

39.121ROUGE-1

2

Jun 25, 2026

Popular datasets

Xsum CNN Dailymail Gigaword CNN/Daily Mail NYT

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