Machine Translation on MGSM (Per-Language Performance) benchmark leaderboard · SOTA2 Research

Machine Translation on MGSM (Per-Language Performance)

72.89Bn ScoreTAPO-ChrF++

Evaluation Results

Method	Links
TAPO-ChrF++2026.03		72.89	85.87	89.25	85.6	75.96	85.77	63.62	68.28	77.3	83.71	78.82
TAPO-XCOMET2026.03		72.52	84.6	87.86	85.3	74.71	84.28	61.84	68.49	76.13	81.87	77.76
TAPO-CK2026.03		72.12	83.16	87.62	84.38	75.92	83.76	59.5	68	76.44	81.76	77.27
TAPO-XCOMET2026.03		70.88	51.49	51.52	54.85	84.47	87.07	0	41.64	82.71	85.72	61.04
TAPO-ChrF++2026.03		68.89	87.47	89.83	87.11	83.32	88.8	29.29	42.37	82.7	86.6	74.64
TAPO-CK2026.03		67.06	85.82	89.02	87.21	82.48	87.51	30.03	42.9	80.96	85.67	73.87
GRPO-TransTest2026.03		66.38	78.76	81.44	81.3	69.55	78.35	54.99	62.74	70.76	75.58	71.98
GRPO-EnCoT2026.03		62.97	83.58	87.88	86.66	80.26	88.88	18.18	29.31	77.99	83.66	69.94
GRPO-TransTest2026.03		62.59	82.69	86.76	85.89	79.91	86.85	19.94	33.67	79.09	83.87	70.12
Llama2026.03		59.59	74.88	81.14	76.92	59.9	76.75	50.17	55.55	59.44	65.67	66
Qwen2026.03		58.6	84.07	87.3	85.89	81.1	87.28	7.72	17.82	77.68	86.72	67.42
GRPO-EnCoT2026.03		56.9	64.54	71.26	66.4	53.91	64.92	47.86	54.32	54.96	57.92	59.3