Knowledge Graph Question Answering on CWQ multi-entity (F1)
64.9F1 ScoreReasoning S3GNN-RAG
Evaluation results
| Method | Links | |
|---|---|---|
| Reasoning S3GNN-RAGRAG setting=true2026.05 | 64.9 | |
| Reasoning GNN-RAGRAG setting=true2026.05 | 64.8 | |
| Reasoning S3GNNRAG setting=false2026.05 | 61.1 | |
| RoGRAG setting=false2026.05 | 58.3 | |
| Reasoning GNNRAG setting=false2026.05 | 54.2 | |
| SubgraphRAGRAG setting=true2026.05 | 52.3 | |
| LLM (No RAG)RAG setting=false2026.05 | 32.3 |