Knowledge Graph Question Answering on WebQSP multi-hop
70.3F1 ScoreReasoning S3GNN-RAG
Evaluation results
| Method | Links | |
|---|---|---|
| Reasoning S3GNN-RAGRAG setting=true2026.05 | 70.3 | |
| Reasoning GNN-RAGRAG setting=true2026.05 | 69.8 | |
| Reasoning S3GNNRAG setting=false2026.05 | 69.6 | |
| SubgraphRAGRAG setting=true2026.05 | 65.8 | |
| RoGRAG setting=false2026.05 | 63.3 | |
| Reasoning GNNRAG setting=false2026.05 | 58.8 | |
| LLM (No RAG)RAG setting=false2026.05 | 48.4 |