Knowledge Graph Question Answering on WebQSP multi-entity (F1)
85.5F1 ScoreReasoning S3GNN-RAG
Evaluation results
| Method | Links | |
|---|---|---|
| Reasoning S3GNN-RAGRAG setting=true2026.05 | 85.5 | |
| Reasoning GNN-RAGRAG setting=true2026.05 | 82.3 | |
| Reasoning S3GNNRAG setting=false2026.05 | 73 | |
| Reasoning GNNRAG setting=false2026.05 | 70.4 | |
| RoGRAG setting=false2026.05 | 65.1 | |
| LLM (No RAG)RAG setting=false2026.05 | 61.5 | |
| SubgraphRAGRAG setting=true2026.05 | 54.9 |