Jiaqi-hkust/Robust-R1 已完整同步

Robust-R1:Degradation-Aware Reasoning for Robust Visual Understanding

✅ Copyright Statement

Our dataset is built upon a subset of A-OKVQA (Schwenket al. 2022), comprising 10K samples for training and 1K for validation.

This statement serves to clarify that the copyright for original visual content is held by the provider. If you wish to use original content itself, you must obtain permission from the respective copyright holders.

⭐️ Citation

If you find Robust-R1 useful for your research and applications, please cite using this BibTeX:

@inproceedings{tang2025robustr1,
  title={Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding},
  author={Tang, Jiaqi and Chen, Jianmin and Wei, Wei and Xu, Xiaogang and Liu, Runtao and Wu, Xiangyu and Xie, Qipeng and Wu, Jiafei and Zhang, Lei and Chen, Qifeng},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  year={2026}
}

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数据集版权信息

本数据集的许可证为 MIT License。如有违反相关条款，请联系 WEHUB，我们将及时处理。查看许可证

前置要求

需要 Node.js 18 及以上，以及 npm（或 npx）。

1. 安装 CLI

npm install -g wehub-cli@latest

2. 下载此数据集

wehub datasets download ds_ext_2719_ce2d28a33b --revision ad818150cb3f7f4ba7aa1dfc4406aa7e05029362 --output ./ds_ext_2719_ce2d28a33b

若中断或部分失败，在同一目录重新执行同一命令即可续传。默认会校验 SHA-256。

免全局安装

npx --yes wehub-cli@latest datasets download ds_ext_2719_ce2d28a33b --revision ad818150cb3f7f4ba7aa1dfc4406aa7e05029362 --output ./ds_ext_2719_ce2d28a33b

高级选项

以下为 wehub datasets download 已支持的参数示例：

强制重新下载，不复用已校验的本地文件

wehub datasets download ds_ext_2719_ce2d28a33b --revision ad818150cb3f7f4ba7aa1dfc4406aa7e05029362 --output ./ds_ext_2719_ce2d28a33b --overwrite

仅包含匹配路径

wehub datasets download ds_ext_2719_ce2d28a33b --revision ad818150cb3f7f4ba7aa1dfc4406aa7e05029362 --output ./ds_ext_2719_ce2d28a33b --include "*.jsonl"

排除匹配路径

wehub datasets download ds_ext_2719_ce2d28a33b --revision ad818150cb3f7f4ba7aa1dfc4406aa7e05029362 --output ./ds_ext_2719_ce2d28a33b --exclude "*.md"

提高并发下载数

wehub datasets download ds_ext_2719_ce2d28a33b --revision ad818150cb3f7f4ba7aa1dfc4406aa7e05029362 --output ./ds_ext_2719_ce2d28a33b --jobs 8

完整帮助：wehub datasets download --help