Retrieval Efficiency on FEVER
0.47Average Indexing Time (AIT)LiteSemRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LiteSemRAG2026.03 | 0.47 | 0.09 | |
| GraphRAGLLM=GPT2026.03 | 3.08 | 30.66 | |
| LightRAGLLM=GPT2026.03 | 7.71 | 1.45 | |
| LightRAGLLM=LLaMA2026.03 | 8.12 | 1.13 |
| Method | Links | ||
|---|---|---|---|
| LiteSemRAG2026.03 | 0.47 | 0.09 | |
| GraphRAGLLM=GPT2026.03 | 3.08 | 30.66 | |
| LightRAGLLM=GPT2026.03 | 7.71 | 1.45 | |
| LightRAGLLM=LLaMA2026.03 | 8.12 | 1.13 |