Machine Translation on Fr-En document-level translation
87d-COMETOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursBase Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=true2025.04 | 87 | |
| OursBase Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=true2025.04 | 86.69 | |
| DocRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 86.56 | |
| Ours (-QA)Base Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=false2025.04 | 86.53 | |
| Sent2Sent (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 86.46 | |
| DocRefine (doc)Base Model=Mistral-Nemo-Instruct2025.04 | 86.41 | |
| Ours (-QA)Base Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=false2025.04 | 86.4 | |
| Doc2Doc (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 86.39 | |
| Doc2Doc (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 86.37 | |
| DocRefine (doc)Base Model=LLaMA-3-8B-Instruct2025.04 | 86.32 | |
| SentRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 86.23 | |
| DocRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 86.21 | |
| SentRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 85.98 | |
| Doc2DocBase Model=Mistral-Nemo-Instruct2025.04 | 85.95 | |
| Sent2Sent (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 85.79 | |
| Doc2DocBase Model=LLaMA-3-8B-Instruct2025.04 | 85.4 | |
| Sent2SentBase Model=Mistral-Nemo-Instruct2025.04 | 85.27 | |
| Sent2SentBase Model=LLaMA-3-8B-Instruct2025.04 | 84.43 |