Machine Translation on WMT 24++ (Selected Language Pairs) benchmark leaderboard · SOTA2 Research

Machine Translation on WMT 24++ (Selected Language Pairs)

72.86AR ScoreGPT-5-mini

Evaluation Results

Method	Links
GPT-5-mini2026.04		72.86	91.71	86.93	84.3	86.34	82.15	82.56	80.29	79.49	77.76	82.44
Qwen3-235B-A22B2026.04		69.72	90.42	85.53	81.93	84.59	78.54	79.76	77.32	73.92	75.88	79.76
Qwen3-14B + EA-RLVR2026.04		68.3	89.79	84.28	80.78	83.56	77.61	77.49	76.3	70.16	75.84	78.41
Qwen3-14B + EA-RLVR (full data)2026.04		68	90.11	85.06	81.27	84.1	78.14	77.57	75.97	70.25	75.99	78.65
Qwen3-14B2026.04		66.37	89.29	83.79	80.15	81.91	76.02	75.73	74.87	67.4	75.1	77.06
Qwen3-14B + SFT2026.04		66.2	89.12	84.1	80.09	82.37	76.38	75.35	75.23	67.7	75.15	77.17
Qwen3-8B + EA-RLVR (full data)2026.04		65.29	89	83.48	79.82	82.17	74.52	73.62	73.88	65.58	74.06	76.14
Qwen3-14B + SFT (full data)2026.04		65.27	89.11	84.07	79.87	82.47	76.26	75.5	74.92	67.82	75.18	77.05
Qwen3-8B + EA-RLVR2026.04		64.65	88.85	83.29	79.48	81.16	73.6	74.04	72.92	64.91	74.2	75.71
Qwen3-8B + SFT2026.04		62.73	88.29	82.91	78.52	80.23	72.99	71.73	72.2	62.47	73.67	74.57
Qwen3-8B + SFT (full data)2026.04		62.51	87.78	82.25	78.79	80.48	72.32	71.37	71.57	61.83	73.31	74.22
Qwen3-8B2026.04		61.88	88.06	82.36	78.33	81.09	72.86	71.97	72.43	62.48	73.11	74.46
DeepTrans-7B2026.04		56.51	84.69	81.45	76.31	74.86	70.24	62.94	65.8	48.78	71.53	69.31
Marco-o12026.04		53.5	84.09	80.23	75.38	74.84	67.04	67.04	67.04	48.15	70.47	68.78