Add dataset card, metadata and links

Hi! I'm Niels, part of the community science team at Hugging Face. I noticed this dataset repository is currently empty.

This PR adds a dataset card for **Video-Browsecomp**, the benchmark introduced in the paper "[Video-Browser: Towards Agentic Open-web Video Browsing](https://huggingface.co/papers/2512.23044)".

It includes:
- Metadata for the `video-text-to-text` task category.
- The `mit` license (as specified in the GitHub repository).
- Links to the paper, project page, and code.
- A brief description of the benchmark and citation information.

README.md

@@ -0,0 +1,29 @@
+---
+license: mit
+task_categories:
+- video-text-to-text
+---
+
+# Video-Browsecomp
+
+[**Project Page**](https://liang-zhengyang.github.io/video-browsecomp/) | [**Paper**](https://huggingface.co/papers/2512.23044) | [**Code**](https://github.com/chrisx599/Video-Browser)
+
+Video-Browsecomp is a benchmark designed for evaluating open-ended agentic browsing tasks that enforce a mandatory dependency on videos. It was introduced in the paper "Video-Browser: Towards Agentic Open-web Video Browsing". 
+
+The benchmark challenges autonomous agents to research, watch, and analyze video content to answer complex, open-ended user queries. Along with the benchmark, the authors propose **Video-Browser**, a novel agent leveraging *Pyramidal Perception* to efficiently filter information using metadata and perform fine-grained visual verification only when necessary.
+
+## Citation
+
+If you use the Video-Browsecomp benchmark or the Video-Browser agent in your research, please cite:
+
+```bibtex
+@misc{liang2026videobrowseragenticopenwebvideo,
+      title={Video-Browser: Towards Agentic Open-web Video Browsing}, 
+      author={Zhengyang Liang and Yan Shu and Xiangrui Liu and Minghao Qin and Kaixin Liang and Paolo Rota and Nicu Sebe and Zheng Liu and Lizi Liao},
+      year={2026},
+      eprint={2512.23044},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2512.23044}, 
+}
+```