Machine Translation on FLORES Medium Resource benchmark leaderboard · SOTA2 Research

Machine Translation on FLORES Medium Resource

38.33BLEU (En→X)Seed-X-PPO-7B

Evaluation Results

Method	Links
Seed-X-PPO-7B2025.11		38.33	40.63	23.12	34.95
X-ALMA-13B2025.11		35.12	41.53	—	—
LMT-60-8B2025.11		34.01	39.89	22	40.8
LMT-60-8B2025.11		33.91	40.79	22.32	41.21
LMT-60-8B2025.11		33.01	40.49	—	—
LMT-60-4B2025.11		32.83	40.77	21.38	41.23
LMT-60-4B2025.11		32.61	39.69	21.1	40.48
GemmaX2-28-9B2025.11		32.21	41.59	20.4	39.21
LMT-60-8B2025.11		32.11	40.22	20.08	40.77
LMT-60-8B2025.11		32.11	40.22	20.08	40.77
LMT-60-8B2025.11		32.11	40.22	20.08	40.77
LMT-60-4B2025.11		31.87	40.42	—	—
NLLB-54B2025.11		31.67	41.6	18.4	24.96
LMT-60-8B2025.11		31.36	31.66	24.2	39.34
Aya-expanse-8B2025.11		31.14	37.67	19.61	34.53
LMT-60-4B2025.11		30.96	40.11	19.13	40.61
LMT-60-4B2025.11		30.96	40.11	19.13	40.61
LMT-60-4B2025.11		30.96	40.11	19.13	40.61
TowerInstruct-13B2025.11		30.54	31.99	21.34	33.86
LMT-60-8B2025.11		30.22	38.22	20.12	40.17
LMT-60-8B2025.11		30.22	38.47	19.88	40.27
LMT-60-4B2025.11		29.38	30.95	23.2	38.59
LMT-60-4B2025.11		28.96	37.87	19.21	39.66
LMT-60-4B2025.11		28.92	38.12	18.95	39.84
LLaMAX3-Alpaca2025.11		22.53	34.46	9.41	25.61
Hunyuan-MT-7B2025.11		21.24	27.38	14.27	26.48
Aya-101-13B2025.11		20.02	32.61	10.33	24.01