| WMT En-De 2014 (test) | Transformer | BLEU31.69 | | 379 | 1mo ago |
| WMT En-Fr 2014 (test) | N-shot | BLEU67.88 | | 237 | 1mo ago |
| IWSLT De-En 2014 (test) | BiBERT | BLEU38.61 | | 146 | 1mo ago |
| WMT English-German 2014 (test) | KERMIT Joint → Unidirectional Finetuning | BLEU31.4 | | 136 | 1mo ago |
| FLORES+ (test) | MiLMMT-12B | spBLEU57.64 | | 128 | 1mo ago |
| IWSLT German-to-English '14 (test) | Transformer Base & Cutoff | BLEU Score37.6 | | 110 | 1mo ago |
| WMT 2014 (test) | Edunov et al. | BLEU45.6 | | 100 | 1mo ago |
| TED data (test) | Supervised fine-tune | ChrF++63.3 | | 94 | 1mo ago |
| IWSLT En-De 2014 (test) | Baseline + relaxed cross attention | BLEU37.85 | | 92 | 1mo ago |
| WMT En-De '14 | PATT-EG | BLEU30.15 | | 89 | 1mo ago |
| WMT Ro-En 2016 (test) | mBART | BLEU37.8 | | 84 | 18d ago |
| Flores | | BLEU Score31.82 | | 80 | 1mo ago |
| En-Es document-level | Ours | d-COMET87.31 | | 66 | 22d ago |
| WMT14 En-De newstest2014 (test) | Mask Attention Networks | BLEU30.4 | | 65 | 1mo ago |
| WMT De-En 14 (test) | BPE-dropout | BLEU34.19 | | 59 | 1mo ago |
| WMT 2016 (test) | CYCLE (REV) | BLEU41.37 | | 58 | 1mo ago |
| WMT16 English-German (test) | SOTA (Supervised) | BLEU41.2 | | 58 | 1mo ago |
| WMT16 EN-RO (test) | MASS | BLEU39.1 | | 56 | 1mo ago |
| WMT en-fr 14 | | BLEU Score45 | | 56 | 1mo ago |
| En-De | NAIT | COMET85.14 | | 51 | 22d ago |
| WMT24++ v1.0 (test) | MiLMMT-46-12B | XCOMET Score90 | | 49 | 1mo ago |
| English-to-German (En-De) | IntraLoss | BLEU Score34.17 | | 48 | 22d ago |
| Flores-200 Romance group xx->en (test) | X-ALMA (ARPO) | BLEU42.88 | | 46 | 1mo ago |
| Flores-200 Romance group en->xx (test) | X-ALMA (ARPO) | BLEU39.83 | | 46 | 1mo ago |
| WMT En-De 2017 (test) | BranchNorm | BLEU Score0.307 | | 46 | 1mo ago |
