Machine Translation on Ru-En document-level
84.59d-COMETOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursBase Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=true2025.04 | 84.59 | |
| Ours (-QA)Base Model=Mistral-Nemo-Instruct, Quality-aware fine-tuning=false2025.04 | 83.89 | |
| SentRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 83.87 | |
| Sent2Sent (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 83.33 | |
| Sent2SentBase Model=Mistral-Nemo-Instruct2025.04 | 82.86 | |
| OursBase Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=true2025.04 | 82.75 | |
| DocRefine (doc)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.73 | |
| SentRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 82.64 | |
| Ours (-QA)Base Model=LLaMA-3-8B-Instruct, Quality-aware fine-tuning=false2025.04 | 82.63 | |
| Doc2DocBase Model=Mistral-Nemo-Instruct2025.04 | 82.6 | |
| Doc2Doc (tuned)Base Model=Mistral-Nemo-Instruct2025.04 | 82.6 | |
| DocRefine (sent)Base Model=Mistral-Nemo-Instruct2025.04 | 82.34 | |
| Sent2Sent (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 81.98 | |
| DocRefine (doc)Base Model=Mistral-Nemo-Instruct2025.04 | 81.65 | |
| Sent2SentBase Model=LLaMA-3-8B-Instruct2025.04 | 81.63 | |
| Doc2Doc (tuned)Base Model=LLaMA-3-8B-Instruct2025.04 | 81.25 | |
| DocRefine (sent)Base Model=LLaMA-3-8B-Instruct2025.04 | 81.16 | |
| Doc2DocBase Model=LLaMA-3-8B-Instruct2025.04 | 81.07 |