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Papers Benchmarks Datasets Tasks

Machine Translation Quality Estimation research benchmarks · SOTA2 Research

Machine Translation Quality Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WMT News 2020 (test)

0.7Kendall's tau

18

Feb 26, 2026

WMT Metrics Shared Task EN–DE 2023

0.83Average Correlation

10

Apr 24, 2026

WMT News Translation (DA) en-de

COMET-QE-DA + RTT-ALL

44.23Kendall's Tau

7

Feb 26, 2026

WMT News Translation DA zh-en

COMET-QE-DA + RTT-ALL

33.52Kendall's Tau

7

Feb 26, 2026

Popular datasets

WMT WMT News Translation

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