Macedonian translation and speech models mk
5 models into Macedonian, 5 from Macedonian. Best scored into Macedonian: English to Macedonian (chrF++ 55.1). Best scored from Macedonian: Macedonian to English (chrF++ 58.7).
Into Macedonian
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Macedonian best scored translate-en-mk | 55.1 Good | Apache-2.0 |
| Spanish to Macedonian translate-es-mk | 45.9 Good | Apache-2.0 |
| Finnish to Macedonian translate-fi-mk | 39.0 Usable | Apache-2.0 |
| English to Macedonian translate-synthetic-en-mk | not in FLORES-200 | CC-BY-4.0 |
| English to Macedonian translate-windy-hplt-en-mk | score withheld | CC-BY-4.0 |
From Macedonian
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Macedonian to English best scored translate-mk-en | 58.7 Good | Apache-2.0 |
| Macedonian to French translate-mk-fr | 48.7 Good | Apache-2.0 |
| Macedonian to Spanish translate-mk-es | 44.8 Usable | Apache-2.0 |
| Macedonian to Finnish translate-mk-fi | 40.6 Usable | Apache-2.0 |
| Macedonian to English translate-windy-hplt-mk-en | not yet scored | CC-BY-4.0 |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.