Translation Preference Prediction on WMT ZH -> EN
60.7Pairwise AccuracyDistribution-Calibrated Aggregation
Evaluation results
| Method | Links | |
|---|---|---|
| Distribution-Calibrated Aggregationn=12, Judge LLM=gemini-2.5-flash2025.12 | 60.7 | |
| USCn=12, Judge LLM=gemini-2.5-flash2025.12 | 59 | |
| Distribution-Calibrated Aggregationn=4, Judge LLM=gemini-2.5-flash2025.12 | 58.3 | |
| USCn=4, Judge LLM=gemini-2.5-flash2025.12 | 56.1 | |
| GSCn=12, Judge LLM=gemini-2.5-flash2025.12 | 55 | |
| CI-SCn=12, Judge LLM=gemini-2.5-flash2025.12 | 54.5 | |
| SCn=12, Judge LLM=gemini-2.5-flash2025.12 | 53.9 | |
| CI-SCn=4, Judge LLM=gemini-2.5-flash2025.12 | 53 | |
| Soft-SCn=12, Judge LLM=gemini-2.5-flash2025.12 | 52.9 | |
| Soft-SCn=4, Judge LLM=gemini-2.5-flash2025.12 | 52.8 | |
| SCn=4, Judge LLM=gemini-2.5-flash2025.12 | 51.5 | |
| GSCn=4, Judge LLM=gemini-2.5-flash2025.12 | 51.2 |