Law-Scenario Matching on Law-Scenario Matching Dataset
95.6RecallZero-shot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Zero-shotCategory=Inference-only, Foundation Model=Qwen3-8B2026.04 | 95.6 | 19.3 | 30.4 | |
| TGACategory=RAG, Foundation Model=Qwen3-8B2026.04 | 95.3 | 76.3 | 80.4 | |
| Zero-shot+knowledgeCategory=Inference-only, Foundation Model=Qwen3-8B2026.04 | 94.7 | 19.2 | 30.5 | |
| Zero-shot+thinkingCategory=Inference-only, Foundation Model=Qwen3-8B2026.04 | 93.9 | 23 | 34.8 | |
| VanillaRAGCategory=RAG, Foundation Model=Qwen3-8B2026.04 | 92.5 | 39.7 | 51.3 | |
| GraphRAGCategory=RAG, Foundation Model=Qwen3-8B2026.04 | 86.6 | 3.7 | 7 | |
| LoraCategory=Fine-tuning, Foundation Model=Qwen3-8B2026.04 | 39 | 87.3 | 44.1 |