Travel planning on ChinaTravel (Human)
96.73Delivery RateBehavior Forest
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Behavior Forest2026.04 | 96.73 | 90.62 | 79.97 | 93.83 | 68.84 | 68.84 | |
| LLM-Moduloreproduced=true2026.04 | 68.83 | 90.58 | 1.3 | 76.42 | 45.45 | 1.3 | |
| NeSy Planningreproduced=true2026.04 | 62.99 | 62.91 | 61.04 | 54.3 | 41.56 | 41.56 | |
| ReActreproduced=true2026.04 | 42.21 | 33.15 | 0 | 48.91 | 36.36 | 0 | |
| Actreproduced=true2026.04 | 35.34 | 16.8 | 0 | 35.74 | 25.81 | 0 |