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@@ -55,7 +55,6 @@ tags:
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  <img src="assets/claw_eval.png" alt="Claw-Eval Logo" width="200">
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  [![Tasks](https://img.shields.io/badge/tasks-300-blue)](#dataset-structure)
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- [![Models](https://img.shields.io/badge/models-23-green)](https://claw-eval.github.io)
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  [![Leaderboard](https://img.shields.io/badge/leaderboard-live-purple)](https://claw-eval.github.io)
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  [![License](https://img.shields.io/badge/license-MIT-orange)](https://github.com/claw-eval/claw-eval/blob/main/LICENSE)
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@@ -113,11 +112,11 @@ Our test cases are built on the work of the community. We draw from and adapt ta
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  If you use Claw-Eval in your research, please cite:
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  ```bibtex
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- @misc{claw-eval2026,
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  title={Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents},
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- author={Ye, Bowen and Li, Rang and Yang, Qibin and Xie, Zhihui and Liu, Yuanxin and Yao, Linli and Lyu, Hanglong and An, Chenxin and Li, Lei and Kong, Lingpeng and Liu, Qi and Sui, Zhifang and Yang, Tong},
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- year={2026},
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- url={https://github.com/claw-eval/claw-eval}
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  }
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  ```
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  <img src="assets/claw_eval.png" alt="Claw-Eval Logo" width="200">
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  [![Tasks](https://img.shields.io/badge/tasks-300-blue)](#dataset-structure)
 
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  [![Leaderboard](https://img.shields.io/badge/leaderboard-live-purple)](https://claw-eval.github.io)
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  [![License](https://img.shields.io/badge/license-MIT-orange)](https://github.com/claw-eval/claw-eval/blob/main/LICENSE)
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  If you use Claw-Eval in your research, please cite:
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  ```bibtex
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+ @article{ye2026claw,
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  title={Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents},
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+ author={Ye, Bowen and Li, Rang and Yang, Qibin and Liu, Yuanxin and Yao, Linli and Lv, Hanglong and Xie, Zhihui and An, Chenxin and Li, Lei and Kong, Lingpeng and others},
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+ journal={arXiv preprint arXiv:2604.06132},
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+ year={2026}
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  }
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  ```
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