NTREX Translation - BLEU — leaderboard
Metric: Average BLEU. Source: huggingface.co. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | opus-mt-en-zh | 44.46 |
| 2 | t5_translate_en_ru_zh_large_1024_v2 | 34.08 |
| 3 | t5_translate_en_ru_zh_large_1024 | 33.41 |
| 4 | madlad400-3b-mt | 32.73 |
| 5 | t5_translate_en_ru_zh_base_200 | 32.55 |
| 6 | t5_translate_en_ru_zh_small_1024 | 30.6 |
| 7 | mbart-large-ru-zh-ru-many-to-many-mmt | 30.34 |
| 8 | wmt19-en-ru | 29.33 |
| 9 | m2m100_1.2B | 27.94 |
| 10 | nllb-200-3.3B | 27 |
Interactive version: theaggregate.ai/benchmark?slug=ntrex-translation-bleu · How the rankings work · Data refreshed daily, snapshot 2026-07-22.