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Papers Benchmarks Datasets Tasks

Sentence Simplification research benchmarks · SOTA2 Research

Sentence Simplification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70.13SARI

61

Feb 26, 2026

TurkCorpus English (test)

42.62SARI

41

Feb 26, 2026

ASSET English (test)

55.06SARI

37

Feb 26, 2026

WikiLarge (test)

41.87SARI

24

Feb 26, 2026

WikiSmall (test)

4.74Fluency

19

Feb 26, 2026

0LD (System -> Simple)

16

Feb 26, 2026

Human Evaluation 100-sentence sample (test)

3.74Simplicity

7

Feb 26, 2026

SIMPEVAL 2022 (test)

37.6BLEU

5

Feb 26, 2026

Newsela (200 randomly selected sentences)

3.5Fluency

5

Feb 26, 2026

Newsela Spanish (test)

36.19SARI

4

Feb 26, 2026

ALECTOR French (test)

41.73SARI

4

Feb 26, 2026

Popular datasets

Newsela Human Evaluation PWKP WikiSmall WikiLarge

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