End-to-end RAG on HIPAA-derived QA cross-domain
73.9Claim F1PIKE-RAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PIKE-RAGModel=Qwen3.5-4B2026.05 | 73.9 | 80.6 | |
| RefWalkModel=Qwen3.6-35B, Attribution Schema=Included2026.05 | 73.9 | 85.3 | |
| RefWalkModel=Qwen3.5-4B, Attribution Schema=Included2026.05 | 72.4 | 84 | |
| PIKE-RAGModel=Qwen3.6-35B2026.05 | 71.9 | 82.2 | |
| RefWalkModel=Qwen3.6-35B, Attribution Schema=Removed2026.05 | 66.4 | 73.3 | |
| NativeRAGModel=Qwen3.5-4B2026.05 | 62.3 | 72.8 | |
| HippoRAG-2Model=Qwen3.6-35B2026.05 | 62 | 74 | |
| NativeRAGModel=Qwen3.6-35B2026.05 | 61.8 | 73.7 | |
| HippoRAG-2Model=Qwen3.5-4B2026.05 | 58.8 | 68.6 | |
| RefWalkModel=Qwen3.5-4B, Attribution Schema=Removed2026.05 | 58.3 | 70.6 | |
| LightRAGModel=Qwen3.6-35B2026.05 | 50 | 48.1 | |
| LightRAGModel=Qwen3.5-4B2026.05 | 47.4 | 49.8 |