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Bitext Mining research benchmarks · SOTA2 Research

Bitext Mining

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.8F1 (Cosine Similarity)

12

Feb 26, 2026

VMSST CONTRASTIVE

85.4Accuracy

12

Feb 26, 2026

NorwegianCourts BitextMining

92.96F1 Score

10

Feb 26, 2026

NTREXBitextMining

27.72F1 Score

10

Feb 26, 2026

IndicGenBenchFloresBitextMining

6.91F1 Score

10

Feb 26, 2026

IN22 GenBitextMining

8.85F1

10

Feb 26, 2026

Flores Bitext Mining

19.55F1 Score

10

Feb 26, 2026

BornholmBitextMining

38.82F1

10

Feb 26, 2026

95.9Score (de-en)

6

Feb 26, 2026

FLORES-200 34 languages

2.9d-xsim

4

Feb 26, 2026

BUCC 4 languages

98.93BUCC F1

4

Feb 26, 2026

Tatoeba 112 languages (test)

83.7Accuracy

4

Feb 26, 2026

FLORES-200 72 languages

0.31o-xsim

3

Feb 26, 2026

FLORES-200 81 languages

0.92xsim

3

Feb 26, 2026

Popular datasets

FLORES BUCC Tatoeba Flores-200 IN

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