Machine Translation on document-level translation En-Fr
85.5d-COMETOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursBase Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=true2025.04 | 85.5 | |
| Ours (-QA)Base Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=false2025.04 | 85.43 | |
| Doc2Doc (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 85.28 | |
| DocRefine (doc)Base Model=Mistral-Nemo-Instruct2025.04 | 85.11 | |
| DocRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 85.09 | |
| SentRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 85.06 | |
| OursBase Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=true2025.04 | 84.84 | |
| DocRefine (doc)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.73 | |
| Doc2Doc (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.63 | |
| SentRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.57 | |
| Sent2Sent (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 84.49 | |
| Ours (-QA)Base Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=false2025.04 | 84.48 | |
| DocRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.43 | |
| Sent2Sent (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 84.3 | |
| Sent2SentBase Model=Mistral-Nemo-Instruct2025.04 | 83.67 | |
| Doc2DocBase Model=LLaMA-3-8B-Instruct2025.04 | 83.14 | |
| Sent2SentBase Model=LLaMA-3-8B-Instruct2025.04 | 82.89 | |
| Doc2DocBase Model=Mistral-Nemo-Instruct2025.04 | 81.34 |