| WMT En-De 2014 (test) | Transformer | BLEU31.69 | | 379 | 2d ago |
| WMT En-Fr 2014 (test) | N-shot | BLEU67.88 | | 237 | 4d ago |
| IWSLT De-En 2014 (test) | BiBERT | BLEU38.61 | | 146 | 2d ago |
| WMT English-German 2014 (test) | KERMIT Joint → Unidirectional Finetuning | BLEU31.4 | | 136 | 3d ago |
| FLORES+ (test) | MiLMMT-12B | spBLEU57.64 | | 128 | 4d ago |
| IWSLT German-to-English '14 (test) | Transformer Base & Cutoff | BLEU Score37.6 | | 110 | 4d ago |
| WMT 2014 (test) | Edunov et al. | BLEU45.6 | | 100 | 4d ago |
| TED data (test) | Supervised fine-tune | ChrF++63.3 | | 94 | 4d ago |
| IWSLT En-De 2014 (test) | Baseline + relaxed cross attention | BLEU37.85 | | 92 | 2d ago |
| WMT En-De '14 | PATT-EG | BLEU30.15 | | 89 | 4d ago |
| WMT Ro-En 2016 (test) | mBART | BLEU37.8 | | 82 | 2d ago |
| WMT14 En-De newstest2014 (test) | Mask Attention Networks | BLEU30.4 | | 65 | 4d ago |
| WMT De-En 14 (test) | BPE-dropout | BLEU34.19 | | 59 | 4d ago |
| WMT 2016 (test) | CYCLE (REV) | BLEU41.37 | | 58 | 3d ago |
| WMT16 English-German (test) | SOTA (Supervised) | BLEU41.2 | | 58 | 2d ago |
| WMT16 EN-RO (test) | MASS | BLEU39.1 | | 56 | 4d ago |
| WMT en-fr 14 | | BLEU Score45 | | 56 | 4d ago |
| WMT24++ v1.0 (test) | MiLMMT-46-12B | XCOMET Score90 | | 49 | 4d ago |
| Flores-200 Romance group xx->en (test) | X-ALMA (ARPO) | BLEU42.88 | | 46 | 4d ago |
| Flores-200 Romance group en->xx (test) | X-ALMA (ARPO) | BLEU39.83 | | 46 | 4d ago |
| WMT En-De 2017 (test) | BranchNorm | BLEU Score0.307 | | 46 | 4d ago |
| WMT En-Fr newstest 2014 (test) | RevCol-Transformer | BLEU43.4 | | 46 | 4d ago |
| FLORES | EuroLLM-22B (old) | Score88.9 | | 43 | 4d ago |
| WMT En-De (newstest2014) | BiBERT Contextualized Embeddings + Stochastic Layer Selection + Fine-Tuning | BLEU31.26 | | 43 | 4d ago |
| English-French | State vector (inn.) | Accuracy75.8 | | 42 | 2d ago |
