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Text Similarity research benchmarks · SOTA2 Research

Text Similarity

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

76.5Kendall's Tau (STS-B)

6

Jun 16, 2026

83Kendall's Tau (x100)

6

Jun 16, 2026

Insurance tasks HQ subset N = 1334

DeepSeek-R1 + Fine-tune

89.9Mean Score

6

Feb 26, 2026

Quora Question Pairs Classes = 2

84.9F1 Score

5

Jun 26, 2026

TitleSimCurated Classes = 2

88.73Accuracy

4

Jun 26, 2026

90BLEU

2

Feb 27, 2026

89BLEU

2

Feb 27, 2026

CC (Common Crawl)

89BLEU

2

Feb 27, 2026

Popular datasets

Books Wiki Common Crawl Quora Question Pairs STS-B

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