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Cross-lingual Summarization research benchmarks – Page 2 · SOTA2 Research

Cross-lingual Summarization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

XWikis zh-en filtered high faithfulness (test)

33.87RL Score

5

Feb 26, 2026

XWikis zh-en original (test)

31.57RL Score

5

Feb 26, 2026

XWikis de-en filtered high faithfulness (test)

34.63RL Score

5

Feb 26, 2026

XWikis de-en original (test)

32.31RL Score

5

Feb 26, 2026

XWikis fr-en filtered high faithfulness (test)

33.49RL

5

Feb 26, 2026

XWikis fr-en original (test)

31.55RL Score

5

Feb 26, 2026

En2ZhSum 0.1% few-shot (test)

2.56Informative Score

5

Feb 26, 2026

Zh2EnSum 0.1% few-shot (test)

2.68Informativeness (IF)

5

Feb 26, 2026

XWikis zh-en (test)

2.36Informativeness

4

Feb 26, 2026

XWikis fr-en (test)

2.26Informativeness

4

Feb 26, 2026

QMSumX En2Ukr (test)

20.51ROUGE-1

4

Feb 26, 2026

QMSumX En2Fr (test)

38.91ROUGE-1

4

Feb 26, 2026

QMSumX En2Zh (test)

33.2ROUGE-1

4

Feb 26, 2026

DialogSumX En2Ukr (test)

36.19ROUGE-1

4

Feb 26, 2026

DialogSumX En2Fr (test)

46.19ROUGE-1

4

Feb 26, 2026

18.6ROUGE-2 (ru->en)

4

Feb 26, 2026

Zh2EnSum Maximum Scenario (test)

0.257Informativeness

4

Feb 26, 2026

Zh2EnSum Medium Scenario (test)

30Informativeness

4

Feb 26, 2026

Zh2EnSum Minimum Scenario (test)

0.879Informativeness

4

Feb 26, 2026

CrossSum (test-dev)

29.4EN Score

3

Mar 10, 2026

Wikilingua Vi-En Seen Languages GEM (test)

—

—ROUGE-1

0

Feb 26, 2026

Wikilingua Tr-En Seen Languages GEM (test)

—

—ROUGE-1

0

Feb 26, 2026

Wikilingua Ru-En Seen Languages GEM (test)

—

—ROUGE-1

0

Feb 26, 2026

Wikilingua Es-En Seen Languages GEM (test)

—

—ROUGE-2

0

Feb 26, 2026

Page 2 of 2

Popular datasets

WikiLingua XWikis Zh2EnSum QMSumX Voxeurop

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