Explanatory Sentence Ranking on Legal Case-Law Small Dense
82NDCG@10GPT-5
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-5version=5.42026.07 | 82 | 90 | |
| GPT-OSS-120B2026.07 | 75 | 88 | |
| GPT-5version=5.22026.07 | 75 | 87 | |
| BERTvariant=qry2snt2026.07 | 73 | 86 | |
| Qwen-3-32B2026.07 | 72 | 87 | |
| LLaMA-3.3-70B2026.07 | 69 | 86 | |
| LLaMA-4-Scout-17B2026.07 | 68 | 85 | |
| BERTvariant=snt2026.07 | 67 | 83 | |
| BERTvariant=sp2snt2026.07 | 67 | 82 | |
| ModernBERTvariant=sp2snt2026.07 | 67 | 82 | |
| ModernBERTvariant=qry2snt2026.07 | 64 | 81 | |
| ModernBERTvariant=sp2snt+ctx2026.07 | 64 | 81 | |
| ModernBERTvariant=sp2ctx2026.07 | 63 | 81 | |
| ModernBERTvariant=snt2026.07 | 61 | 80 | |
| GPT-4o2026.07 | 60 | 82 | |
| ModernBERTvariant=sp+qry2snt2026.07 | 55 | 78 |