Machine Translation on Document-level Translation Suite benchmark leaderboard · SOTA2 Research

Machine Translation on Document-level Translation Suite

51.17De->En ScoreOurs

Evaluation Results

Method	Links
Ours2025.04		51.17	56.2	48.58	47.97	41	35.44	47.01	32.79	38.43	43.13	44.17
QA Fine-tuning2025.04		50.43	55.37	47.97	45.92	37.89	35.28	46.64	31.62	37.87	42.41	43.14
DocRefinedoc2025.04		49.77	55.7	46.29	46.52	37.09	33.82	46.33	—	37.29	42.68	42.65
Doc2Doctuned2025.04		49.17	55.1	43.35	46.01	38.25	31.65	45.75	22.15	37.1	42.24	41.08
DocRefinesent2025.04		48.75	55.56	46.45	46.49	36.76	34.13	46.12	31.13	37.45	41.44	42.43
Ours2025.04		48.51	54.7	45.59	45.57	37.66	32.23	45.78	28.74	35.26	38.96	41.3
Sent2Senttuned2025.04		48.26	53.44	41.58	45.09	34.02	31.93	43.92	27.24	34.29	36.07	39.58
QA Fine-tuning2025.04		47.86	54.07	44.81	45.02	37.07	31.47	44.87	28.43	34.42	38.77	40.68
Doc2Doctuned2025.04		47.04	53.5	42.8	43.35	35.95	30.11	44.59	27.37	34.96	38.65	39.83
DocRefinedoc2025.04		46.16	53.9	44.32	45.07	36.14	29.5	44.65	28.34	34.73	37.65	40.05
SentRefinesent2025.04		46.11	52.54	42.2	43.58	32.88	30.22	44.84	27.38	35.05	38.07	39.29
SentRefinesent2025.04		46.11	52.54	47.9	45.25	32.65	30.22	44.84	30.4	36.05	35.1	40.11
DocRefinesent2025.04		45.16	53.77	44.33	45.44	35.92	30.02	43.93	26.68	34.9	37.79	39.79
Doc2Doc2025.04		40.92	45.2	37.51	37.98	29.74	29.7	42.1	27.88	34.1	37.09	36.22
Sent2Senttuned2025.04		40.62	45.67	39.29	38.93	31.9	30	42.77	27.15	33.73	35.07	36.51
Sent2Sent2025.04		38.18	43.2	34.45	35.87	27.51	29.02	41.88	25.44	33.17	34.37	34.31
Doc2Doc2025.04		37.02	43.01	32.92	34.52	26.33	25.68	40.04	23.09	30.32	33.41	32.63
Sent2Sent2025.04		34.73	40.81	31.16	33.3	22.35	25.07	39.33	22.25	31.85	29.12	30.99