Knowledge Graph Question Answering Efficiency (test)
1# LLM CallsGNN-RAG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GNN-RAGHardware=A100-40GB2026.03 | 1 | 207 | 3.1 | 10.4 | |
| S-Path-RAGHardware=A100-40GB2026.03 | 2.3 | 284 | 3.8 | 11.2 | |
| RoGHardware=A100-40GB2026.03 | 3 | 325 | 4.2 | 15.3 | |
| ToG+ChatGPTHardware=A100-40GB2026.03 | 4.2 | 418 | 6.7 | 17.1 |