Xhosa translation and speech models xh
5 models into Xhosa, 4 from Xhosa. Best scored into Xhosa: English to Xhosa (chrF++ 39.1). Best scored from Xhosa: Xhosa to English (chrF++ 44.9).
Into Xhosa
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Xhosa best scored translate-en-xh | 39.1 Usable | Apache-2.0 |
| Swedish to Xhosa translate-sv-xh | 34.0 Usable | Apache-2.0 |
| Finnish to Xhosa translate-fi-xh | 33.0 Usable | Apache-2.0 |
| Spanish to Xhosa translate-es-xh | 32.8 Usable | Apache-2.0 |
| French to Xhosa translate-fr-xh | 32.2 Usable | Apache-2.0 |
From Xhosa
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Xhosa to English best scored translate-xh-en | 44.9 Usable | Apache-2.0 |
| Xhosa to French translate-xh-fr | 33.5 Usable | Apache-2.0 |
| Xhosa to Swedish translate-xh-sv | 32.7 Usable | Apache-2.0 |
| Xhosa to Spanish translate-xh-es | 31.7 Usable | Apache-2.0 |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.