Explanatory Sentence Ranking on Legal Case-Law Large Dense
98NDCG@10BERT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERTvariant=qry2snt2026.07 | 98 | 81 | |
| BERTvariant=sp2snt2026.07 | 95 | 84 | |
| ModernBERTvariant=snt2026.07 | 86 | 73 | |
| GPT-5version=5.22026.07 | 84 | 80 | |
| BERTvariant=snt2026.07 | 82 | 75 | |
| ModernBERTvariant=sp2snt2026.07 | 82 | 78 | |
| GPT-5version=5.42026.07 | 80 | 84 | |
| ModernBERTvariant=qry2snt2026.07 | 78 | 72 | |
| ModernBERTvariant=sp2snt+ctx2026.07 | 78 | 67 | |
| ModernBERTvariant=sp2ctx2026.07 | 74 | 72 | |
| GPT-OSS-120B2026.07 | 74 | 76 | |
| Qwen-3-32B2026.07 | 66 | 68 | |
| ModernBERTvariant=sp+qry2snt2026.07 | 65 | 59 | |
| LLaMA-4-Scout-17B2026.07 | 65 | 65 | |
| GPT-4o2026.07 | 48 | 52 | |
| LLaMA-3.3-70B2026.07 | 46 | 63 |