Information Retrieval on HIPAA-derived QA
100Recall@10LightRAG
Evaluation results
| Method | Links | |
|---|---|---|
| LightRAG2026.05 | 100 | |
| RefWalkAblation=w/o OKG2026.05 | 98 | |
| HippoRAG-22026.05 | 97 | |
| PIKE-RAG2026.05 | 97 | |
| RefWalk2026.05 | 95 | |
| BM252026.05 | 94 | |
| Dense+Rerank2026.05 | 94 | |
| RefWalkAblation=w/o multi-view2026.05 | 94 | |
| RefWalkAblation=w/o anchor2026.05 | 94 | |
| Query Decomp2026.05 | 92 | |
| Dense2026.05 | 90 |