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README.md

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-license: mit
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+---
+license: mit
+---
+
+# VeriSoftBench
+
+**VeriSoftBench** is a benchmark for evaluating neural theorem provers on software verification tasks in Lean 4.
+
+The dataset contains 500 theorem-proving tasks drawn from 23 real-world Lean 4 repositories spanning compiler verification, type system formalization, applied verification (zero-knowledge proofs, smart contracts), semantic frameworks, and more.
+
+
+📄 **Paper (arXiv):** https://arxiv.org/html/2602.18307v1  
+💻 **Full benchmark + pipeline + setup:** https://github.com/utopia-group/VeriSoftBench  
+
+---
+
+## Dataset Contents
+
+This Hugging Face release contains the dataset of the benchmark tasks only. For the full end-to-end evaluation pipeline, please refer to the Github repository:
+
+👉 https://github.com/utopia-group/VeriSoftBench
+
+Each task in `verisoftbench.jsonl` contains:
+
+- Theorem name, statement, and source location
+- Filtered dependencies (library defs, repo defs, local context, lemmas)
+- Ground truth proof
+- Metadata (category, difficulty metrics, Aristotle subset membership)
+ 
+---
+
+## Citation
+
+
+```bibtex
+@misc{xin2026verisoftbenchrepositoryscaleformalverification,
+      title={VeriSoftBench: Repository-Scale Formal Verification Benchmarks for Lean}, 
+      author={Yutong Xin and Qiaochu Chen and Greg Durrett and Işil Dillig},
+      year={2026},
+      eprint={2602.18307},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2602.18307}, 
+}
+```