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Code-switched text synthesis research benchmarks · SOTA2 Research

Code-switched text synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fine-tuned PMMTM on all language pairs (augment-MMT)

28.88BLEU

11

Feb 26, 2026

Fine-tuned PMMTM on all language pairs (augment-MMT)

38.59BLEU

11

Feb 26, 2026

Fine-tuned PMMTM on all language pairs (augment-MMT)

32.65BLEU

11

Feb 26, 2026

Gupta et al. (2020)

21.49BLEU

11

Feb 26, 2026

Hindi-English (Hi-En) (test)

Translate, Align, then Swap

98.6CS Rate

6

Feb 26, 2026

SEAME Chinese-English (test)

GLOSS (prefix + self-training)

0.993CS Rate

5

Feb 26, 2026

Popular datasets

DE-EN Bn-En Es-En Hi-En Hindi-English

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