Machine Translation on MCIF en-it benchmark leaderboard · SOTA2 Research

Machine Translation on MCIF en-it

38.14BLEUQwen3-Omni

Evaluation Results

Method	Links
Qwen3-Omni2026.05		38.14	82.82	3,806	5,466	0.33
Qwen3-Omni2026.05		37.26	80.86	620	1,926	3.7
SeamlessM4T2026.05		36.48	77.25	3,064	3,209	0.65
Qwen3-Omni2026.05		34.78	80.1	72	998	3.81
SeamlessM4T2026.05		34.58	76.63	2,238	2,319	0.65
Phi4Multimodal2026.05		33.68	79.85	3,024	4,891	0.11
SeamlessM4T2026.05		33.37	75.92	1,631	1,735	0.76
Phi4Multimodal2026.05		32.26	78.7	2,174	4,051	1.2
Phi4Multimodal2026.05		29.73	77.07	1,327	2,950	1.2