Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Machine Translation research benchmarks – Page 42 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FLORES(f) (test)

34.68Language Democratization

4

Feb 27, 2026

WMT'14 De-En (newstest2014)

BiBERT Contextualized Embeddings + Stochastic Layer Selection

34.94BLEU

4

Feb 26, 2026

WMT lt→en 2019 (val)

17.54BLEU

4

Feb 26, 2026

WMT cs→en 2019 (val)

27.63BLEU

4

Feb 26, 2026

Khmer-English km→en

27.76BLEU

4

Feb 26, 2026

English-Khmer en→km

24.64BLEU

4

Feb 26, 2026

Khmer-English Translation Dataset

82COMET

4

Feb 26, 2026

English-Khmer Translation Dataset

77.69COMET Score

4

Feb 26, 2026

WMT En-De ’24 (test)

97.1COMET

4

Feb 26, 2026

WMT En-De 23 (dev)

97.3COMET Score

4

Feb 26, 2026

WMT En-Ja ’24 (test)

91.1COMET

4

Feb 26, 2026

WMT En-Ja ’23 (dev)

93.2COMET

4

Feb 26, 2026

Mixed-data Fine-tuning

0.838MT Score (DE->EN)

4

Feb 26, 2026

Dhao Out-of-Domain Genesis (test)

RAG-Enhanced Post-Editing

19.88spBLEU

4

Feb 26, 2026

99.29Conformity

4

Feb 26, 2026

96.87Conformity

4

Feb 26, 2026

English-Chuvash Competition Server (test)

23.25chrF++

4

Feb 26, 2026

English-Tatar Competition Server (test)

0.437chrF++

4

Feb 26, 2026

Russian-Kyrgyz Competition Server (test)

46.61chrF++

4

Feb 26, 2026

Multi30K (test)

54.13BLEU

4

Feb 26, 2026

NTREX Marathi 128 (test)

48.4xCOMET

4

Feb 26, 2026

NTREX Belarusian 128 (test)

72.25xCOMET

4

Feb 26, 2026

NTREX Swahili 128 (test)

81.49xCOMET

4

Feb 26, 2026

NTREX Korean 128 (test)

84.9xCOMET Score

4

Feb 26, 2026

NTREX Chinese 128 (test)

85.48xCOMET Score

4

Feb 26, 2026

Page 42 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

Follow for updates

Join SOTA2 Contact