Legal Case Retrieval on LeCaRD v2
76.58MAPGLIER
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GLIERCategory=Legal-Specific Re-ranking Models2026.04 | 76.58 | 86.58 | 12.73 | 19.62 | 97.48 | 99.37 | 93.52 | |
| KELLERCategory=Legal-Specific Re-ranking Models2026.04 | 76.22 | 85.62 | 11.92 | 19.55 | 95.94 | 98.71 | 93.02 | |
| SAILERCategory=Legal-Specific Pre-trained Models2026.04 | 73.6 | 84.37 | 12.44 | 17.17 | 95.63 | 98.5 | 92.84 | |
| LawformerCategory=Legal-Specific Pre-trained Models2026.04 | 70.44 | 80.46 | 11.09 | 16.9 | 96.06 | 97.43 | 91.8 | |
| BGECategory=General Pre-trained Models2026.04 | 68.98 | 81.34 | 11.11 | 17.42 | 95.6 | 98.11 | 90.51 | |
| RoBERTaCategory=General Pre-trained Models2026.04 | 66.84 | 80.23 | 10.12 | 16.13 | 95.47 | 97.28 | 90.55 | |
| BERTCategory=General Pre-trained Models2026.04 | 65.71 | 77.6 | 9.87 | 16.07 | 95.31 | 96.88 | 90.23 | |
| BM25Category=Traditional Retrieval Models2026.04 | 58.43 | 66.67 | 9.36 | 13.92 | 92.19 | 96.09 | 79.1 |