SeaEval - FLORES Translation - Chinese-to-English (Zero-Shot): leaderboard
Metric: BLEU (0-100). Source: huggingface.co. 24 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 72B Instruct | 28.43 |
| 2 | Llama 3.1 70B Instruct | 28.33 |
| 3 | Llama 3.1 70B Cpt Sea Lionv3 Instruct | 27.86 |
| 4 | Qwen 2.5 32B Instruct | 26.92 |
| 5 | Gemma 2 9B (IT) | 26.75 |
| 6 | Qwen 2.5 14B Instruct | 26.28 |
| 7 | SeaLLMs-v3-7B-Chat | 25.17 |
| 8 | gemma2-9B-cpt-sea-lionv3-instruct | 25.11 |
| 9 | Llama 3 70B Instruct | 24.4 |
| 10 | Qwen 2.5 7B Instruct | 24.37 |
| 11 | Llama 3.1 8B Instruct | 24.29 |
| 12 | Qwen 2 72B Instruct | 23.89 |
| 13 | Llama 3 8B Cpt Sea Lionv2 Instruct | 23.82 |
| 14 | Llama 3 8B Cpt Sea Lionv2.1 Instruct | 23.78 |
| 15 | Qwen 2.5 3B Instruct | 22.45 |
Interactive version: theaggregate.ai/benchmark?slug=seaeval-flores-translation-chinese-to-english-zero-shot · How It Works · Data refreshed daily, snapshot 2026-09-05.