Machine Translation on Seed-X-Challenge En->Zh
69.19BLEURT-20 ScoreGemini-2.5-Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-2.5-ProModel Category=General LLM2026.02 | 69.19 | 86.06 | |
| SeedX-PPOModel Category=Translation-Specialized2026.02 | 68.72 | 80.56 | |
| DeepSeek-R1-0528Model Category=General LLM2026.02 | 68.23 | 84.4 | |
| SSR-X-Zero-7BModel Category=Translation-Specialized2026.02 | 67.08 | 77.56 | |
| Qwen2.5-7B + GRPO w/ CLAModel Category=Translation-Specialized, Backbone=Qwen2.5-7B-SFT, Algorithm=GRPO with Cross-Lingual Augmentation2026.02 | 67.07 | 83.33 | |
| Qwen2.5-7B + GRPOModel Category=Translation-Specialized, Backbone=Qwen2.5-7B-SFT, Algorithm=GRPO2026.02 | 67.05 | 82.55 | |
| TowerInstruct-13BModel Category=Translation-Specialized2026.02 | 63.46 | 71.17 | |
| Qwen2.5-7B-InstructModel Category=General LLM2026.02 | 62.75 | 72.37 | |
| Qwen2.5-7B-SFTModel Category=Translation-Specialized2026.02 | 62.36 | 72.42 | |
| Qwen3-8BModel Category=General LLM2026.02 | 57.78 | 76.12 |