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 10 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NH 3.0 (dev test)

35.73BLEU

16

Feb 27, 2026

0.837Score

16

Feb 26, 2026

WMT non-EU languages 24++ (test)

83.2Score

16

Feb 26, 2026

FLORES non-EU languages (test)

89Score

16

Feb 26, 2026

87.44COMET22

16

Feb 26, 2026

general 2023 (test)

32.64BLEU

16

Feb 26, 2026

86.9COMET

16

Feb 26, 2026

90.2COMET Score

16

Feb 26, 2026

88.7COMET

16

Feb 26, 2026

WMT en→zh (test)

44.9BLEU

16

Feb 26, 2026

33.87BLEU

16

Feb 26, 2026

Chinese-to-English ABDE→C setting for student model C (test)

19.33BLEU

16

Feb 26, 2026

Chinese-to-English ACDE→B setting student model B (test)

Continual Knowledge Distillation (CKD)

28.49BLEU

16

Feb 26, 2026

Chinese-to-English BCDE→A setting student model A (test)

46.19BLEU Score

16

Feb 26, 2026

PhoMT 1.0 (test)

45.47BLEU

16

Feb 26, 2026

IWSLT De-En combined 2014 (test)

Our Data Diversification with Dynamic Conv

37.2BLEU Score

16

Feb 27, 2026

IWSLT De-En 2014

BERT-fused model

36.11BLEU

16

Feb 26, 2026

-1.9Quality (en->de)

16

Feb 26, 2026

WMT (document-level) Low Resource X→En 24++

83.72COMET-22 Score

15

Apr 27, 2026

WMT (document-level) Low Resource En→X 24++

82.92COMET-22

15

Apr 27, 2026

WMT document-level Medium Resource X→Zh 24++

85.29COMET-22 Score

15

Apr 27, 2026

WMT (document-level) Medium Resource Zh→X 24++

86.73COMET-22 Score

15

Apr 27, 2026

WMT document-level High Resource X→Zh 24++

85.3COMET-22 Score

15

Apr 27, 2026

WMT (document-level) High Resource Zh→X 24++

84.21COMET-22

15

Apr 27, 2026

Portuguese-Arabic

17.66BLEU Score

15

Mar 10, 2026

Page 10 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

Follow for updates

Join SOTA2 Contact