Machine Translation on Seed-X-Challenge Zh->En
71.59BLEURT-20Gemini-2.5-Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-2.5-ProModel Category=General LLM2026.02 | 71.59 | 89.41 | |
| DeepSeek-R1-0528Model Category=General LLM2026.02 | 70.92 | 87.95 | |
| Qwen2.5-7B + GRPOModel Category=Translation-Specialized, Backbone=Qwen2.5-7B-SFT, Algorithm=GRPO2026.02 | 69.55 | 85.9 | |
| SeedX-PPOModel Category=Translation-Specialized2026.02 | 69.37 | 82.47 | |
| Qwen2.5-7B + GRPO w/ CLAModel Category=Translation-Specialized, Backbone=Qwen2.5-7B-SFT, Algorithm=GRPO with Cross-Lingual Augmentation2026.02 | 69.25 | 88.58 | |
| SSR-X-Zero-7BModel Category=Translation-Specialized2026.02 | 68.84 | 81.15 | |
| Qwen2.5-7B-SFTModel Category=Translation-Specialized2026.02 | 67.65 | 80.91 | |
| Qwen2.5-7B-InstructModel Category=General LLM2026.02 | 66.59 | 79.23 | |
| TowerInstruct-13BModel Category=Translation-Specialized2026.02 | 63.32 | 69.54 | |
| Qwen3-8BModel Category=General LLM2026.02 | 61.17 | 82.88 |