Offline Construction Cost Evaluation on HotPotQA
542Output Tokens per 1k ItemsGraphRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GraphRAGEmbedding Model=BGE-M3, LLM Model=Llama-3.1-8B (INT4), Hardware=Jetson Orin Nano 8GB2026.05 | 542 | 39.4 | 7.4 | |
| HyperGraphRAGEmbedding Model=BGE-M3, LLM Model=Llama-3.1-8B (INT4), Hardware=Jetson Orin Nano 8GB2026.05 | 214 | 19.3 | 7.2 | |
| HippoRAG 2Embedding Model=BGE-M3, LLM Model=Llama-3.1-8B (INT4), Hardware=Jetson Orin Nano 8GB2026.05 | 176 | 16.9 | 7.6 | |
| RAPTOREmbedding Model=BGE-M3, LLM Model=Llama-3.1-8B (INT4), Hardware=Jetson Orin Nano 8GB2026.05 | 88 | 12.7 | 6 | |
| FD-RAGEmbedding Model=BGE-M3, LLM Model=Llama-3.1-8B (INT4), Hardware=Jetson Orin Nano 8GB2026.05 | 58 | 7.1 | 5.5 |