Retrieval Efficiency on SciFact (AIT and AQT)
0.69AIT (s)LiteSemRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LiteSemRAG2026.03 | 0.69 | 0.13 | |
| GraphRAGLLM=GPT2026.03 | 4.35 | 48.76 | |
| LightRAGLLM=GPT2026.03 | 10.31 | 1.57 | |
| LightRAGLLM=LLaMA2026.03 | 10.39 | 1.33 |
| Method | Links | ||
|---|---|---|---|
| LiteSemRAG2026.03 | 0.69 | 0.13 | |
| GraphRAGLLM=GPT2026.03 | 4.35 | 48.76 | |
| LightRAGLLM=GPT2026.03 | 10.31 | 1.57 | |
| LightRAGLLM=LLaMA2026.03 | 10.39 | 1.33 |