Add BreakingWeb project overview

README.md

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-title: README
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+title: BreakingWeb
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# BreakingWeb
+
+**Constructing Challenging Browser-Use Tasks by Controlled Environment Interventions**
+
+BreakingWeb evaluates browser agents on matched clean/intervention tasks across seven self-hosted web environments. The benchmark contains 519 task pairs and 29 intervention families. Each pair preserves the user instruction, latent target, and backend success criterion.
+
+[Paper](https://arxiv.org/abs/2609.35814) · [Website](https://www.breakingweb.app/) · [Code](https://github.com/Arvid-pku/BreakingWeb) · [Live demo](https://tianchenguan-breakingweb-demo.hf.space)
+
+## Evaluation artifacts
+
+- [breakingweb-results-v2](https://huggingface.co/datasets/BreakingWeb/breakingweb-results-v2): Browser-Use trajectories for six models.
+- [breakingweb-results-v3](https://huggingface.co/datasets/BreakingWeb/breakingweb-results-v3): additional Browser-Use runs and screenshot-only BrowserGym trajectories.
+
+Each dataset card describes its contents and how to download the artifacts.
+
+## Citation
+
+```bibtex
+@misc{yin2026constructingchallengingbrowserusetasks,
+      title={Constructing Challenging Browser-Use Tasks by Controlled Environment Interventions},
+      author={Xunjian Yin and Tianchen Guan and Jinao Wang and Weili Cao and Daisy Xinlei Lin and Royce Cheng-Yue and Keagan Long and Kyle Wong and Bhuwan Dhingra and Xiangjun Wang and Shuyan Zhou},
+      year={2026},
+      eprint={2609.35814},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2609.35814},
+}
+```