Machine Translation on FLoRes-200

Metric: BLEU (higher is better)

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#	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

#1GenTranslate-7BSOTA
38.5
BLEU· 2024-02-10
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators Code
#2NLLB-3.3BSOTA
37.5
BLEU· 2022-07-11
No Language Left Behind: Scaling Human-Centered Machine Translation Code
#3SeamlessM4T-Large-V1
37.5
BLEU· 2023-08-22
SeamlessM4T: Massively Multilingual & Multimodal Machine Translation Code
#4BigTranslate
22.8
BLEU· 2023-05-29
BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages Code
#5ALMA-13B
18
BLEU· 2023-09-20
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Code