Machine Translation on Zh-En document-level translation
85.83d-COMETOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursBase Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=true2025.04 | 85.83 | |
| DocRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 85.4 | |
| OursBase Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=true2025.04 | 85.39 | |
| Ours (-QA)Base Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=false2025.04 | 85.37 | |
| DocRefine (doc)Base Model=Mistral-Nemo-Instruct2025.04 | 85.2 | |
| Doc2Doc (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 85.16 | |
| Ours (-QA)Base Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=false2025.04 | 85.09 | |
| DocRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 85.06 | |
| DocRefine (doc)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.99 | |
| Doc2Doc (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.88 | |
| SentRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 84.71 | |
| Doc2DocBase Model=Mistral-Nemo-Instruct2025.04 | 84.55 | |
| Sent2Sent (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.18 | |
| SentRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.08 | |
| Sent2Sent (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 83.96 | |
| Sent2SentBase Model=Mistral-Nemo-Instruct2025.04 | 83.82 | |
| Doc2DocBase Model=LLaMA-3-8B-Instruct2025.04 | 83.6 | |
| Sent2SentBase Model=LLaMA-3-8B-Instruct2025.04 | 82.18 |