| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Automated Planning | PDDL | Accuracy83.9 | 233 | |
| Embodied Agentic | PDDL | Accuracy70.5 | 21 | |
| Planning | PDDL | Progress Rate35.07 | 14 | |
| Generalized Planning | PDDL trading domain | Solution Rate100 | 10 | |
| Generalized Planning | PDDL | Solution Percentage100 | 10 | |
| Generalized Planning | PDDL manymiconic domain | Solution Rate100 | 10 | |
| Generalized Planning | PDDL manygripper domain | Solution Rate100 | 10 | |
| Generalized Planning | PDDL manyferry domain | Solution Percentage100 | 10 | |
| Generalized Planning | PDDL heavypack | Percent Solved100 | 10 |