| Commonsense (Micro) | Commonsense (Macro) | Hard (Micro) | Hard (Macro) | Final Pass Rate | |
|---|---|---|---|---|---|
| Direct Prompting | |||||
| Llama3.1-8B | 60.1 | 0.0 | 7.9 | 2.8 | 0.0 |
| Qwen2-7B | 49.9 | 1.1 | 2.1 | 0.0 | 0.0 |
| Fine-tuning | |||||
| Llama3.1-8B | 78.3 | 17.8 | 19.3 | 6.1 | 3.8 |
| Qwen2-7B | 59.0 | 0.6 | 0.2 | 0.0 | 0.0 |
If our related resources prove valuable to your research, we kindly ask for a citation.
@article{xie2024revealing,
title={Revealing the Barriers of Language Agents in Planning},
author={Xie, Jian and Zhang, Kexun and Chen, Jiangjie and Yuan, Siyu and Zhang, Kai and Zhang, Yikai and Li, Lei and Xiao, Yanghua},
journal={arXiv preprint arXiv:2410.12409},
year={2024}
}