---
license: mit
task_categories:
- question-answering
tags:
- planning
- reasoning
pretty_name: ACP Bench
---

# ACP Bench 

<p align="center">
    <a href="https://ibm.github.io/ACPBench" target="_blank">🏠 Homepage</a>    •     
    <a href="https://arxiv.org/abs/2410.05669" target="_blank">📄 Paper</a> 
</p>

ACP Bench is a dataset to evaluate the reasoning ability of LLMs about Action, Change, and Planning. ACPBench consists of 7 reasoning tasks over 13 domains. The 13 domains include 11 classical planning domains, ALFWorld, and a novel Swap domain. The 7 tasks included in ACPBench are Action Applicability (app), Progression (prog), Atom Reachability (reach), Validation (val), Action Reachability (areach), Justification (just), and Landmarks (land). ACPBench dev and test set is available for download in this GitHub Repo as well as on Hugging Face Dataset.


```
@article{kokel2024acp,
  title={ACPBench: Reasoning about Action, Change, and Planning},
  author={Kokel, Harsha and Katz, Michael and Srinivas, Kavitha and Sohrabi, Shirin},
  journal={arXiv 2410.05669},
  year={2024}
}
```