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Papers Benchmarks Datasets Tasks

Sentence Compression research benchmarks · SOTA2 Research

Sentence Compression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Google dataset ALL (test)

85.5F1 Score

13

Feb 26, 2026

Google dataset LONG (test)

0.836F1 Score

11

Feb 26, 2026

BNC Corpus (out-of-domain)

0.577F1 Score

11

Feb 26, 2026

82F1 Score

7

Feb 27, 2026

Schumann et al. (2020)

27.41ROUGE-1 Recall

6

Feb 27, 2026

29.14ROUGE-1 F1

6

Feb 27, 2026

Gigaword (test)

39.63ROUGE-1

5

Feb 26, 2026

3.94Read Score

5

Feb 26, 2026

0.768Overall F1

4

Feb 27, 2026

0.792F1 Score

4

Feb 27, 2026

Filippova News (test)

Filippova et al. (2015)

35.36Score A

4

Feb 26, 2026

Popular datasets

Gigaword Google dataset Google DUC Filippova News

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