# Language Identification on EuroGov

Source: [Language Identification on EuroGov](<https://www.sota2.com/research/sota/language-identification-on-eurogov>)

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

Data updated: 2026-02-26T05:27:18.069Z

Evaluation of Language Identification performance on the EuroGov dataset, measured using Accuracy and Time.

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 | Language Identification |
| Dataset (including any stated split) | EuroGov |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/language-identification-on-eurogov.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Time](<https://www.sota2.com/research/sota/language-identification-on-eurogov.md?metric=Time>): Lower is better; unit: TIME.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| langid.py | 98.7 | Not recorded | 68fa642f1e209131cea034d3 |
| fastText | 98.7 | Not recorded | 68fa642f1e209131cea034d3 |

### langid.py

Accuracy: 98.7. Result ID: 698c177bf729bc7f68e83cad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034d3.md>)

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

### fastText

Accuracy: 98.7. Result ID: 698c177bf729bc7f68e83cae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034d3.md>)

[Implementation](<https://fasttext.cc/>)

Recorded evaluation configuration: {"features":"character ngrams of length 2, 3 and 4","classifier":"hierarchical softmax"}. This record does not assert independent reproduction.

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