Retrieval on CLERC
0.806R@1BGE-M3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BGE-M3Approach=Original2026.03 | 0.806 | 0.934 | 0.948 | 0.956 | |
| BGE-M3Approach=Persona Only2026.03 | 0.8 | 0.934 | 0.95 | 0.962 | |
| BGE-M3Approach=Persona Mix2026.03 | 0.8 | 0.932 | 0.954 | 0.966 | |
| BGE-M3Approach=Vanilla Mix2026.03 | 0.798 | 0.938 | 0.956 | 0.962 | |
| BGE-M3Approach=Vanilla Only2026.03 | 0.794 | 0.932 | 0.95 | 0.958 | |
| BGE-M3Approach=Baseline2026.03 | 0.744 | 0.892 | 0.92 | 0.946 | |
| E5-baseApproach=Original2026.03 | 0.732 | 0.902 | 0.928 | 0.952 | |
| E5-baseApproach=Persona Mix2026.03 | 0.724 | 0.894 | 0.922 | 0.946 | |
| E5-baseApproach=Vanilla Only2026.03 | 0.722 | 0.906 | 0.93 | 0.952 | |
| BGE-base-en-v1.5Approach=Original2026.03 | 0.718 | 0.9 | 0.924 | 0.962 | |
| BGE-base-en-v1.5Approach=Persona Mix2026.03 | 0.718 | 0.902 | 0.926 | 0.964 | |
| E5-baseApproach=Vanilla Mix2026.03 | 0.718 | 0.898 | 0.922 | 0.944 | |
| BGE-base-en-v1.5Approach=Vanilla Mix2026.03 | 0.716 | 0.898 | 0.928 | 0.962 | |
| E5-baseApproach=Persona Only2026.03 | 0.71 | 0.892 | 0.924 | 0.954 | |
| BGE-base-en-v1.5Approach=Vanilla Only2026.03 | 0.702 | 0.896 | 0.926 | 0.962 | |
| BGE-base-en-v1.5Approach=Persona Only2026.03 | 0.688 | 0.88 | 0.916 | 0.952 | |
| E5-baseApproach=Baseline2026.03 | 0.688 | 0.842 | 0.894 | 0.932 | |
| DPRApproach=Persona Only2026.03 | 0.614 | 0.808 | 0.88 | 0.924 | |
| DPRApproach=Original2026.03 | 0.604 | 0.82 | 0.876 | 0.906 | |
| DPRApproach=Vanilla Only2026.03 | 0.604 | 0.826 | 0.88 | 0.916 | |
| DPRApproach=Vanilla Mix2026.03 | 0.596 | 0.808 | 0.87 | 0.918 | |
| DPRApproach=Persona Mix2026.03 | 0.594 | 0.796 | 0.866 | 0.916 | |
| BGE-base-en-v1.5Approach=Baseline2026.03 | 0.586 | 0.782 | 0.826 | 0.88 | |
| DPRApproach=Baseline2026.03 | 0.548 | 0.762 | 0.822 | 0.874 | |
| LegalBERTApproach=Original2026.03 | 0.488 | 0.696 | 0.778 | 0.846 | |
| LegalBERTApproach=Vanilla Mix2026.03 | 0.478 | 0.678 | 0.76 | 0.828 | |
| LegalBERTApproach=Persona Only2026.03 | 0.458 | 0.674 | 0.738 | 0.804 | |
| LegalBERTApproach=Vanilla Only2026.03 | 0.442 | 0.664 | 0.742 | 0.808 | |
| LegalBERTApproach=Persona Mix2026.03 | 0.394 | 0.594 | 0.676 | 0.74 | |
| LegalBERTApproach=Baseline2026.03 | 0.322 | 0.5 | 0.588 | 0.68 |