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

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

42.88BLEUX-ALMA (ARPO)

Evaluation Results

Method	Links
X-ALMA (ARPO)2026.01		42.88	89.28
ARPO-z'-V2 + CLewR-z2026.01		41.45	88.87
ARPO-z'-V1 + CLewR2026.01		41.28	88.78
ARPO-z'-V1 + CLewR-z2026.01		41.22	88.84
ARPO-z'-V2 + CLewR2026.01		41.09	88.75
ARPO + CLewR2026.01		40.44	88.56
CPO + CLewR2026.01		40.33	88.49
ARPO-z'-V12026.01		40.32	88.62
ARPO-z'-V22026.01		40.1	88.58
ARPO + CLewR-z2026.01		39.87	88.62
ARPO-z'-V1 + CLewR2026.01		39.05	88.22
ARPO-z'-V2 + CLewR2026.01		38.89	88.17
ARPO-z'-V1 + CLewR-z2026.01		38.02	88.15
ARPO + CLewR2026.01		37.99	87.94
ARPO-z'-V2 + CLewR-z2026.01		37.87	88.13
ARPO-z'-V12026.01		37.82	87.91
ARPO2026.01		37.68	88.3
ARPO-z'-V22026.01		37.47	87.84
ARPO-z'-V1 + CLewR2026.01		37.18	87.6
ARPO-z'-V2 + CLewR2026.01		37.16	87.64
ARPO + CLewR-z2026.01		36.75	87.93
ARPO + CLewR2026.01		36.69	87.62
ARPO-z'-V1 + CLewR-z2026.01		36.55	87.56
CPO2026.01		36.44	87.76
ARPO-z'-V22026.01		36.4	87.75
CPO + CLewR2026.01		36.28	87.33
ARPO-z'-V2 + CLewR-z2026.01		36.15	87.51
CurriDPO2026.01		36.01	87.75
ARPO2026.01		35.92	87.75
DPOP2026.01		35.78	87.82
DPOP + CLewR2026.01		35.46	87.83
ARPO-z'-V12026.01		35.12	87.37
Gemma2-9B2026.01		34.98	85.57
ARPO + CLewR-z2026.01		34.88	87.45
DPOP2026.01		33.17	87.77
DPOP2026.01		33.06	87.42
ARPO2026.01		32.12	86.71
DPOP + CLewR2026.01		31.86	87.65
CPO2026.01		31.66	86.36
DPOP + CLewR2026.01		30.63	87.1
CurriDPO2026.01		29.12	86.77
CurriDPO2026.01		28.33	87.27
CPO + CLewR2026.01		13.08	76.76
CPO2026.01		10.36	74.32
Qwen2.5-7B2026.01		9.59	62.83
LLaMA3.1-8B2026.01		1.84	46.3