README.md

---
license: cc-by-4.0
pretty_name: MemoryTax-Res
language:
- en
tags:
- agent-memory
- llm-agents
- rag
---

# MemoryTax-Res

[![arXiv](https://img.shields.io/badge/arXiv-Paper-b31b1b?style=for-the-badge&logo=arxiv&logoColor=white)](https://arxiv.org/abs/2610.34073)  [![Project Page](https://img.shields.io/badge/Project-Page-1f8acb?style=for-the-badge&logo=googlechrome&logoColor=white)](https://hexuan21.github.io/MemoryTax/)  [![Code](https://img.shields.io/badge/Code-GitHub-181717?style=for-the-badge&logo=github&logoColor=white)](https://github.com/hexuan21/MemoryTax)  [![HF | Res Root Repo](https://img.shields.io/badge/HF-Res%20Root%20Repo-ffd21e?style=for-the-badge&logo=huggingface&logoColor=white&labelColor=000000)](https://huggingface.co/datasets/hexuan21/MemoryTax-Res)

Index of the MemoryTax result repos (this repo holds no data).

- [MemoryTax-Res-Qwen3-6-27B](https://huggingface.co/datasets/hexuan21/MemoryTax-Res-Qwen3-6-27B) — 42.2 GB
- [MemoryTax-Res-Qwen3-5-4B](https://huggingface.co/datasets/hexuan21/MemoryTax-Res-Qwen3-5-4B) — 49.1 GB
- [MemoryTax-Res-GPT-5-6-luna](https://huggingface.co/datasets/hexuan21/MemoryTax-Res-GPT-5-6-luna) — 16.2 GB
- [MemoryTax-Res-experiential-mem](https://huggingface.co/datasets/hexuan21/MemoryTax-Res-experiential-mem) — 0.1 GB
- [MemoryTax-Res-world-model-mem](https://huggingface.co/datasets/hexuan21/MemoryTax-Res-world-model-mem) — 1.0 GB
- [MemoryTax-Res-Other](https://huggingface.co/datasets/hexuan21/MemoryTax-Res-Other) — 28.5 GB

## Citation

```bibtex
@misc{he2026memorytaxdissectingnet,
      title={Memory Tax: Dissecting the Net Value of Agent Memory},
      author={Xuan He and Sining Zhoubian and Ruozhen Yang and Yuhao Wen and Zhineng Wang and Yuyang Hu and Ke Yang and Yuyu Zhang and Ping Nie and Jiawei Han and ChengXiang Zhai},
      year={2026},
      eprint={2610.34073},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2610.34073},
}
```