| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Planning | Labyrinth unseen problems | Completion Rate100 | 11 | |
| Planning | Labyrinth known optimal problems | Optimal Solutions Rate100 | 11 | |
| Planning | Labyrinth | Completion Rate100 | 9 | |
| Hierarchical Planning | Labyrinth | Token Cost5,173 | 6 | |
| Planning | Labyrinth (test) | Average Solving Time (s)0.54 | 5 | |
| Transfer Learning | Labyrinth | Mean Score491 | 5 |