# Machine Translation Quality Estimation on WMT News Translation (DA) en-de

Source: [Machine Translation Quality Estimation on WMT News Translation (DA) en-de](<https://www.sota2.com/research/sota/machine-translation-quality-estimation-on-wmt-news-translation-da-en-de>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:47:51.007Z

Evaluation of Machine Translation Quality Estimation (QE) performance on the WMT English-German news translation dataset, measured using correlation metrics.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Machine Translation Quality Estimation |
| Dataset (including any stated split) | WMT News Translation (DA) en-de |
| Metric | Kendall's Tau |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Kendall's Tau](<https://www.sota2.com/research/sota/machine-translation-quality-estimation-on-wmt-news-translation-da-en-de.md?metric=Kendall%27s%20Tau>): Higher is better; unit: SCALAR.

- [Pearson's r](<https://www.sota2.com/research/sota/machine-translation-quality-estimation-on-wmt-news-translation-da-en-de.md?metric=Pearson%27s%20r>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Kendall's Tau | Result date | Report paper |
| --- | --- | --- | --- |
| COMET-QE-DA + RTT-ALL | 44.23 | Not recorded | 68fa6f531e209131cea450ee |
| COMET-QE-DA | 42.71 | Not recorded | 68fa6f531e209131cea450ee |
| RTT-ALL | 26.02 | Not recorded | 68fa6f531e209131cea450ee |
| RTT-BERTScore | 25.89 | Not recorded | 68fa6f531e209131cea450ee |
| RTT-chrF | 13.57 | Not recorded | 68fa6f531e209131cea450ee |
| RTT-BLEU | 11.83 | Not recorded | 68fa6f531e209131cea450ee |
| RTT-spBLEU | 11.49 | Not recorded | 68fa6f531e209131cea450ee |

### COMET-QE-DA + RTT-ALL

Kendall's Tau: 44.23. Result ID: 6990b87e3a6c31484902b994.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: {"description":"Combination of COMET-QE-DA and all RT-SCORES"}. This record does not assert independent reproduction.

### COMET-QE-DA

Kendall's Tau: 42.71. Result ID: 6990b87e3a6c31484902b993.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RTT-ALL

Kendall's Tau: 26.02. Result ID: 6990b87e3a6c31484902b992.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: {"description":"Combination of RTT-BLEU, RTT-spBLEU and RTT-chrF"}. This record does not assert independent reproduction.

### RTT-BERTScore

Kendall's Tau: 25.89. Result ID: 6990b87e3a6c31484902b991.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RTT-chrF

Kendall's Tau: 13.57. Result ID: 6990b87e3a6c31484902b990.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RTT-BLEU

Kendall's Tau: 11.83. Result ID: 6990b87e3a6c31484902b98e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RTT-spBLEU

Kendall's Tau: 11.49. Result ID: 6990b87e3a6c31484902b98f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f531e209131cea450ee.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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