KG Agent on KGQA
34.8AccuracyRaw Sibling
Evaluation Results
| Method | Links | |
|---|---|---|
| Raw SiblingInference Method=MCTS2026.05 | 34.8 | |
| ReflectionInference Method=MCTS2026.05 | 34.8 | |
| ReflectionInference Method=Best-of-N (pass@5), Temperature=0.92026.05 | 33.3 | |
| No MemoryInference Method=Best-of-N (pass@5), Temperature=0.92026.05 | 31.9 | |
| LiTS-FactInference Method=Best-of-N (pass@5), Temperature=0.92026.05 | 31.9 | |
| Raw SiblingInference Method=Beam Search2026.05 | 27.5 | |
| No MemoryInference Method=MCTS2026.05 | 23.2 | |
| ReActInference Method=Single Trajectory, Temperature=02026.05 | 13 | |
| No MemoryInference Method=Beam Search2026.05 | 7.2 |