# Arabic Dialect Segmentation on Maghrebi dialect (test)

Source: [Arabic Dialect Segmentation on Maghrebi dialect (test)](<https://www.sota2.com/research/sota/arabic-dialect-segmentation-on-maghrebi-dialect-test>)

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

Data updated: 2026-02-26T05:27:16.049Z

Evaluation of Arabic Dialect Segmentation performance on the test split of the Maghrebi dialect dataset, reporting accuracy.

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 | Arabic Dialect Segmentation |
| Dataset (including any stated split) | Maghrebi dialect (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/arabic-dialect-segmentation-on-maghrebi-dialect-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SVMRank | 91.2 | Not recorded | 68fa639e1e209131ce9ffc2c |
| SVMRank | 90.5 | Not recorded | 68fa639e1e209131ce9ffc2c |
| bi-LSTM-CRF | 90.1 | Not recorded | 68fa639e1e209131ce9ffc2c |
| bi-LSTM-CRF | 88.5 | Not recorded | 68fa639e1e209131ce9ffc2c |
| bi-LSTM-CRF | 87.1 | Not recorded | 68fa639e1e209131ce9ffc2c |
| SVMRank | 84.7 | Not recorded | 68fa639e1e209131ce9ffc2c |
| Farasa | 82.6 | Not recorded | 68fa639e1e209131ce9ffc2c |

### SVMRank

Accuracy: 91.2. Result ID: 698bfd84f729bc7f68e75ddf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Implementation](<https://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html>)

Recorded evaluation configuration: {"Look-up":"DA+MSA"}. This record does not assert independent reproduction.

### SVMRank

Accuracy: 90.5. Result ID: 698bfd84f729bc7f68e75dde.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Implementation](<https://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html>)

Recorded evaluation configuration: {"Look-up":"DA"}. This record does not assert independent reproduction.

### bi-LSTM-CRF

Accuracy: 90.1. Result ID: 698bfd84f729bc7f68e75de2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Implementation](<https://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html>)

Recorded evaluation configuration: {"Look-up":"DA+MSA"}. This record does not assert independent reproduction.

### bi-LSTM-CRF

Accuracy: 88.5. Result ID: 698bfd84f729bc7f68e75de1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Implementation](<https://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html>)

Recorded evaluation configuration: {"Look-up":"DA"}. This record does not assert independent reproduction.

### bi-LSTM-CRF

Accuracy: 87.1. Result ID: 698bfd84f729bc7f68e75de0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Implementation](<https://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html>)

Recorded evaluation configuration: {"Look-up":"None"}. This record does not assert independent reproduction.

### SVMRank

Accuracy: 84.7. Result ID: 698bfd84f729bc7f68e75ddd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

[Implementation](<https://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html>)

Recorded evaluation configuration: {"Look-up":"None"}. This record does not assert independent reproduction.

### Farasa

Accuracy: 82.6. Result ID: 698bfd84f729bc7f68e75de3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639e1e209131ce9ffc2c.md>)

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

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