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Papers Benchmarks Datasets Tasks

Semantic Textual Similarity research benchmarks – Page 4 · SOTA2 Research

Semantic Textual Similarity

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multilingual STS ES, AR, RU

Mirror-BERT (mBERT)

0.755STS Score (ES)

4

Feb 26, 2026

64.65Average STS Score

4

Feb 26, 2026

0.915Pearson Correlation

4

Feb 26, 2026

0.919Clean Accuracy

4

Feb 26, 2026

Turkish STS Dataset

0.862STS Score

3

Feb 26, 2026

SemEval STS Galician (GL)

34.74MWE Score

3

Feb 26, 2026

SemEval STS Portuguese (PT)

73.97Overall Score

3

Feb 26, 2026

66Params (M)

3

Feb 26, 2026

77.45MIPIC

2

Apr 28, 2026

75.33MRL

2

Apr 28, 2026

Page 4 of 4

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