Legal Contract Revision on PrivacyQA
87.75CQRCBSF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RCBSFBackbone=Qwen2.5-7B-Chat2026.04 | 87.75 | 83.08 | 88.76 | |
| RCBSFBackbone=Qwen2.5-7B-Base2026.04 | 84.67 | 79.45 | 85.67 | |
| RCBSFBackbone=LawLLM-7B2026.04 | 84.55 | 79.12 | 84.34 | |
| RCBSFBackbone=Mistral-7B2026.04 | 82.33 | 77.56 | 81.23 | |
| IterationBackbone=Qwen2.5-7B-Chat2026.04 | 81.56 | 79.23 | 84.78 | |
| RAGBackbone=Qwen2.5-7B-Chat2026.04 | 80.12 | 76.89 | 83.45 | |
| RCBSFBackbone=LexiLaw-6B2026.04 | 79.88 | 73.56 | 78.45 | |
| IterationBackbone=LawLLM-7B2026.04 | 79.12 | 76.23 | 81.45 | |
| IterationBackbone=Qwen2.5-7B-Base2026.04 | 78.56 | 75.45 | 81.78 | |
| IterationBackbone=Mistral-7B2026.04 | 77.88 | 74.12 | 77.45 | |
| RAGBackbone=LawLLM-7B2026.04 | 77.45 | 73.56 | 79.12 | |
| RAGBackbone=Qwen2.5-7B-Base2026.04 | 77.23 | 73.89 | 80.56 | |
| CoTBackbone=Qwen2.5-7B-Chat2026.04 | 76.89 | 72.45 | 77.12 | |
| RAGBackbone=Mistral-7B2026.04 | 75.67 | 70.45 | 75.88 | |
| StandardBackbone=Qwen2.5-7B-Chat2026.04 | 74.34 | 70.12 | 75.67 | |
| CoTBackbone=Qwen2.5-7B-Base2026.04 | 73.89 | 69.56 | 74.34 | |
| RAGBackbone=LexiLaw-6B2026.04 | 73.56 | 68.45 | 74.12 | |
| CoTBackbone=LawLLM-7B2026.04 | 72.56 | 68.12 | 70.34 | |
| StandardBackbone=Qwen2.5-7B-Base2026.04 | 71.45 | 67.34 | 72.89 | |
| IterationBackbone=LexiLaw-6B2026.04 | 71.34 | 69.88 | 71.12 | |
| CoTBackbone=Mistral-7B2026.04 | 71.23 | 66.78 | 68.45 | |
| StandardBackbone=LawLLM-7B2026.04 | 70.23 | 65.45 | 71.56 | |
| StandardBackbone=Mistral-7B2026.04 | 68.45 | 62.11 | 67.23 | |
| CoTBackbone=LexiLaw-6B2026.04 | 67.89 | 66.56 | 67.45 | |
| StandardBackbone=LexiLaw-6B2026.04 | 65.45 | 65.12 | 65.88 |