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Knowledge graph datasets and methods.
| Dataset | GPT-4o Mini (%) | RAG (%) | ESCARGOT (%) |
|---|---|---|---|
| Openended 1-hop (508 questions) | 4.2 | 55.5 | 88.4 |
| Openended 2-hop (450 questions) | 4.9 | 23.1 | 85.8 |
| True/false 1-hop (560 questions) | 60.5 | 85.2 | 90.9 |
| True/false 2-hop (540 questions) | 59.4 | 75.6 | 74.1 |
| Multiple choice 1-hop (498 questions) | 58.2 | 88.8 | 93.4 |
| Multiple choice 2-hop (419 questions) | 61.3 | 86.4 | 89.5 |
Bold indicates highest values.
