PDDL
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Automated Planning | PDDL | Accuracy83.9 | 233 | |
| Symbolic Planning | PDDL | Score30.39 | 36 | |
| Planning | PDDL | Progress Rate100 | 33 | |
| Multi-turn Agentic Task | PDDL | Success Rate83 | 28 | |
| Embodied Agentic | PDDL | Accuracy70.5 | 21 | |
| Step-level reasoning evaluation | PDDL (test) | F1 Score94.5 | 20 | |
| Text-based embodied task | PDDL | Success Rate61.7 | 13 | |
| 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 |
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