Machine Translation on En-Zh document-level translation
84.53d-COMETOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursBase Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=true2025.04 | 84.53 | |
| DocRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 84.06 | |
| DocRefine (doc)Base Model=Mistral-Nemo-Instruct2025.04 | 83.86 | |
| Ours (-QA)Base Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=false2025.04 | 83.86 | |
| OursBase Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=true2025.04 | 83.35 | |
| Ours (-QA)Base Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=false2025.04 | 82.98 | |
| SentRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.93 | |
| Sent2Sent (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.84 | |
| DocRefine (doc)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.7 | |
| DocRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.61 | |
| Doc2Doc (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.18 | |
| Doc2DocBase Model=LLaMA-3-8B-Instruct2025.04 | 81.89 | |
| Doc2DocBase Model=Mistral-Nemo-Instruct2025.04 | 81.34 | |
| Doc2Doc (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 81.27 | |
| SentRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 81.27 | |
| Sent2Sent (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 81.18 | |
| Sent2SentBase Model=Mistral-Nemo-Instruct2025.04 | 79.39 | |
| Sent2SentBase Model=LLaMA-3-8B-Instruct2025.04 | 76.8 |