Question Answering on HotpotQA Distractor (Latency Evaluation)
0.85Normalized Average LatencyLightRAG
Evaluation Results
| Method | Links | |
|---|---|---|
| LightRAGFamily=RAG-based (Qwen3-32B)2025.09 | 0.85 | |
| Vanilla RAGFamily=RAG-based (Qwen3-32B)2025.09 | 1 | |
| Hybrid RAGFamily=RAG-based (Qwen3-32B)2025.09 | 1.18 | |
| GraphRAGFamily=RAG-based (Qwen3-32B)2025.09 | 1.45 | |
| CLAUSEFamily=Ours2025.09 | 1.48 | |
| ReActFamily=Agent-based (Qwen3-32B)2025.09 | 1.62 | |
| KG-AgentFamily=Agent-based (Qwen3-32B)2025.09 | 1.7 | |
| Graph-of-ThoughtsFamily=Agent-based (Qwen3-32B)2025.09 | 2.1 | |
| AutoGenFamily=Agent-based (Qwen3-32B)2025.09 | 2.43 |