Legal Case Retrieval on COLIEE 2020
56.06PrecisionSection-Aware
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Section-AwareScale=Full-Scale, Optimization=OPTIMIZED2026.06 | 56.06 | 91.7 | 66.64 | 0.96 | 0.965 | |
| SAILER2026.06 | 54.46 | 71.52 | 61.64 | 0.8823 | 0.8831 | |
| RetroMAE2026.06 | 53.54 | 69.09 | 60.33 | 0.8669 | 0.8682 | |
| SEED2026.06 | 53.08 | 69.52 | 60.19 | 0.8683 | 0.8699 | |
| coCondenser2026.06 | 50 | 62.87 | 55.7 | 0.8337 | 0.8347 | |
| Condenser2026.06 | 48.62 | 61.27 | 54.21 | 0.8198 | 0.8213 | |
| CoT-MAE2026.06 | 48.31 | 61.26 | 54.01 | 0.8184 | 0.8192 | |
| BM252026.06 | 47.54 | 57.21 | 51.92 | 0.7875 | 0.7907 | |
| RoBERTa2026.06 | 46.39 | 58.62 | 51.55 | 0.7613 | 0.7635 | |
| QL2026.06 | 45.54 | 55.06 | 49.85 | 0.7906 | 0.7934 | |
| BERT2026.06 | 45.42 | 55.88 | 50.11 | 0.7923 | 0.7948 | |
| LEGAL-BERT2026.06 | 42.62 | 55.44 | 48.17 | 0.7571 | 0.7594 |