Machine Translation on Flores-200 Romance group (en->xx, test) benchmark leaderboard · SOTA2 Research

Machine Translation on Flores-200 Romance group (en->xx, test)

39.83BLEUX-ALMA (ARPO)

Evaluation Results

Method	Links
X-ALMA (ARPO)2026.01		39.83	89.38
ARPO-z'-V1 + CLewR2026.01		37.45	88.4
ARPO-z'-V2 + CLewR2026.01		37.45	88.37
ARPO-z'-V2 + CLewR-z2026.01		37.08	88.38
ARPO-z'-V1 + CLewR-z2026.01		36.98	88.38
ARPO + CLewR2026.01		36.63	88.12
ARPO + CLewR-z2026.01		36.5	88.12
ARPO-z'-V22026.01		36.46	88.43
ARPO-z'-V12026.01		36.35	88.4
CPO + CLewR2026.01		36.24	87.85
ARPO-z'-V2 + CLewR2026.01		35.53	87.77
ARPO-z'-V1 + CLewR2026.01		35.49	87.77
ARPO-z'-V2 + CLewR-z2026.01		35.43	87.8
ARPO2026.01		35.37	88.12
ARPO-z'-V1 + CLewR-z2026.01		35.34	87.77
ARPO + CLewR2026.01		34.49	87.44
ARPO + CLewR-z2026.01		34.33	87.57
ARPO-z'-V22026.01		33.96	87.49
ARPO-z'-V12026.01		33.68	87.44
CPO2026.01		33.53	87.43
ARPO2026.01		33.5	87.48
ARPO-z'-V2 + CLewR2026.01		32.7	85.78
ARPO-z'-V1 + CLewR2026.01		32.68	85.81
ARPO-z'-V1 + CLewR-z2026.01		32.68	85.93
ARPO-z'-V2 + CLewR-z2026.01		32.67	85.93
CurriDPO2026.01		32.46	86.94
ARPO + CLewR2026.01		31.56	85.38
DPOP2026.01		31.53	87.05
ARPO + CLewR-z2026.01		31.14	85.47
ARPO-z'-V12026.01		31.08	85.67
ARPO-z'-V22026.01		30.95	85.67
DPOP + CLewR2026.01		30.87	86.85
ARPO2026.01		30.41	85.64
CPO + CLewR2026.01		30.05	84.15
CPO2026.01		27.68	83.93
DPOP2026.01		24.43	82.9
CurriDPO2026.01		23.8	81.9
DPOP + CLewR2026.01		23.59	82.74
DPOP2026.01		23.26	85.94
DPOP + CLewR2026.01		22.35	86.11
CurriDPO2026.01		21.81	85.64
Gemma2-9B2026.01		19.85	61.92
Qwen2.5-7B2026.01		4.1	45.94
CPO + CLewR2026.01		3.97	59.66
LLaMA3.1-8B2026.01		1.7	46
CPO2026.01		1.47	54.97