Traffic Law Question Answering on TrafficLaw-QA
0.787FaithfulnessTrafficOmni-RAG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TrafficOmni-RAGretrieval_strategy=multi-anchor parallel retrieval2026.06 | 0.787 | 0.912 | 0.915 | 0.885 | |
| LlamaIndex KGretrieval_strategy=single-entity traversal2026.06 | 0.751 | 0.905 | 0.722 | 0.796 | |
| TrafficRAGretrieval_paradigm=hybrid BM25-dense retrieval2026.06 | 0.716 | 0.845 | 0.884 | 0.896 | |
| Naive RAGretrieval_paradigm=dense vector retrieval2026.06 | 0.625 | 0.736 | 0.834 | 0.891 |