NTREX-128
Cohere Command A 68.8 Models translate 1,997 English news sentences into 128 languages, with human reference translations. Scored with metrics such as COMET or chrF.
Cohere's Command A report scores it with COMET-20. The English source is the WMT19 newstest2019 set, with document boundaries kept.
- Released
- October 2022
- Kind
- Translation
- Level
- University
- Scored
- Checked automatically
- Answers
- Open-ended
- Tasks
- All public
- Last in a system card
- April 2025
- Last model added
- April 2025
Cohere Command A leads with 68.8
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Cohere Command A | 68.8 | Apr 2025 | Lab model card |
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Labs’ model cards
Labs report it only in system cards
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.
One system card reports it
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Apr 1, 2025 | Cohere Command A technical report | 68.8 | NTREX COMET-20 average over 22 languages (Table 7) | Capabilities |
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