Lingala translation and speech models ln
6 models into Lingala, 4 from Lingala. Best scored into Lingala: English to Lingala (chrF++ 39.5). Best scored from Lingala: Lingala to English (chrF++ 34.0).
Into Lingala
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Lingala best scored translate-en-ln | 39.5 Usable | Apache-2.0 |
| Spanish to Lingala translate-es-ln | 36.7 Usable | Apache-2.0 |
| French to Lingala translate-fr-ln | 36.3 Usable | Apache-2.0 |
| Swedish to Lingala translate-sv-ln | 35.9 Usable | Apache-2.0 |
| German to Lingala translate-de-ln | 35.7 Usable | Apache-2.0 |
| Finnish to Lingala translate-fi-ln | 35.5 Usable | Apache-2.0 |
From Lingala
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Lingala to English best scored translate-ln-en | 34.0 Usable | Apache-2.0 |
| Lingala to French translate-ln-fr | 29.1 Limited | Apache-2.0 |
| Lingala to Spanish translate-ln-es | 27.9 Limited | Apache-2.0 |
| Lingala to German translate-ln-de | 25.5 Limited | Apache-2.0 |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.