Metric: BLEU (higher is better)
| # | Model↕ | BLEU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GenTranslate-7B | 38.5 | No | GenTranslate: Large Language Models are Generati... | 2024-02-10 | Code |
| 2 | NLLB-3.3B | 37.5 | No | No Language Left Behind: Scaling Human-Centered ... | 2022-07-11 | Code |
| 3 | SeamlessM4T-Large-V1 | 37.5 | No | SeamlessM4T: Massively Multilingual & Multimodal... | 2023-08-22 | Code |
| 4 | BigTranslate | 22.8 | No | BigTranslate: Augmenting Large Language Models w... | 2023-05-29 | Code |
| 5 | ALMA-13B | 18 | No | A Paradigm Shift in Machine Translation: Boostin... | 2023-09-20 | Code |