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Machine Translation research benchmarks – Page 57 · SOTA2 Research

Machine Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96Baseline Throughput (samples/s)

1

Feb 26, 2026

8.7Baseline Throughput (samples/s)

1

Feb 26, 2026

WMT English-German 2017 (newstest14)

30.1BLEU

1

Feb 26, 2026

WMT News RO-EN 16

2BLEU Rank

1

Feb 27, 2026

WMT16 News DE-EN

1BLEU Rank

1

Feb 27, 2026

WMT News EN-RO 16

2BLEU Rank

1

Feb 27, 2026

WMT News EN-DE 16

1BLEU Rank

1

Feb 27, 2026

WMT News EN-CS 16

1BLEU Rank

1

Feb 27, 2026

FLORES-200 and WMT24++ En-Xx Xx-En

—

—Primary metric

0

Apr 29, 2026

FLORES-200 WMT24++ Xx-En

—

—Primary metric

0

Apr 29, 2026

FLORES-200, WMT24++ En-Xx

—

—Primary metric

0

Apr 29, 2026

CulT-Eval (test)

—

—Primary metric

0

Mar 19, 2026

—

—Primary metric

0

Mar 19, 2026

FLORES-200 eng to mri 62 (test)

—

—BLEU

0

Feb 26, 2026

FLORES-200 mri to eng 62 (test)

—

—BLEU

0

Feb 26, 2026

Average Internal + NH 3.0 (All Datasets)

—

—BLEU

0

Feb 26, 2026

Human Evaluation zh⇒th

—

—Primary metric

0

Feb 26, 2026

Human Evaluation en⇒zh

—

—Primary metric

0

Feb 26, 2026

Manchu-to-English (test)

—

—BLEU

0

Feb 26, 2026

Llama-2-13B-chat Seen Languages (tl2en) (test)

—

—BLEU

0

Feb 26, 2026

Llama-2-13B-chat Seen Languages (en2tl) (test)

—

—BLEU

0

Feb 26, 2026

Llama-2-13B-chat Seen Languages (sq2en) (test)

—

—BLEU

0

Feb 26, 2026

Llama-2-13B-chat Seen Languages (en2sq) (test)

—

—BLEU

0

Feb 26, 2026

Llama-2-13B-chat Seen Languages (sk2en) (test)

—

—BLEU

0

Feb 26, 2026

Llama-2-13B-chat Seen Languages (en2sk) (test)

—

—BLEU

0

Feb 26, 2026

Page 57 of 58

Popular datasets

WMT FLORES IWSLT newstest Flores-200

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