Machine Translation on FLORES Low Resource (Directional BLEU) benchmark leaderboard · SOTA2 Research

Machine Translation on FLORES Low Resource (Directional BLEU)

39.32BLEU (En->X)Seed-X-PPO-7B

Evaluation Results

Method	Links
Seed-X-PPO-7B2025.11		39.32	42.53	21.84	33.86
LMT-60-8B2025.11		35.79	42.72	21.52	41.26
LMT-60-4B2025.11		35.02	42.7	20.64	41.25
Aya-expanse-8B2025.11		27.45	42.71	13.53	35.12
LMT-60-8B2025.11		27.15	44.58	14.53	41.76
LMT-60-4B2025.11		24.68	44.13	14.13	41.32
LMT-60-8B2025.11		22.28	39.51	13.6	38.42
X-ALMA-13B2025.11		22.16	35.74	—	—
GemmaX2-28-9B2025.11		22.06	43.09	13.74	38.21
LMT-60-8B2025.11		21.96	36.23	—	—
LMT-60-4B2025.11		21.51	38.61	13.01	37.71
LMT-60-4B2025.11		21.17	35.38	—	—
LMT-60-8B2025.11		21.11	37.01	12.82	37.8
LMT-60-8B2025.11		20.85	37.26	12.53	37.77
LMT-60-4B2025.11		20.38	36.01	12.27	37.1
LMT-60-4B2025.11		20.05	36.17	11.98	37.02
LMT-60-8B2025.11		19.75	35.81	12.21	37.47
NLLB-54B2025.11		19.2	37.06	10.79	25.04
LMT-60-8B2025.11		19.01	35.74	11.8	37.45
LMT-60-4B2025.11		18.93	34.77	11.56	36.79
LMT-60-4B2025.11		18	34.7	10.97	36.93
LLaMAX3-Alpaca2025.11		10.96	27.51	4.57	20.67
Hunyuan-MT-7B2025.11		9.99	21.81	6.59	22.04
Aya-101-13B2025.11		7.7	29.01	3.71	21.98