Add dataset card, paper link, and sample usage

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by nielsr HF Staff - opened
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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ task_categories:
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+ - text-generation
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+ ---
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+
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+ # MultiFileTest (ProjectTest)
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+
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+ MultiFileTest (also referred to as ProjectTest) is a multi-file-level benchmark for unit test generation covering Python, Java, and JavaScript. It features 20 moderate-sized and high-quality projects per language, designed to evaluate Large Language Models (LLMs) on more practical and challenging multi-file-level codebases compared to standard single-file benchmarks.
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+
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+ - **Paper:** [MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms](https://huggingface.co/papers/2502.06556)
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+ - **GitHub Repository:** [https://github.com/YiboWANG214/ProjectTest](https://github.com/YiboWANG214/ProjectTest)
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+
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+ ## Dataset Statistics
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+
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+ | Language | Avg. #Files | Avg. LOC | Avg. #Stars | Avg. #Forks |
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+ |------------|------------|----------|-------------|-------------|
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+ | Python | 6.10 | 654.60 | 5810.30 | 996.90 |
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+ | Java | 4.65 | 282.60 | 3306.05 | 1347.65 |
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+ | JavaScript | 4.00 | 558.05 | 17242.30 | 5476.45 |
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+
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+ ## Sample Usage
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+
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+ You can load this dataset using the Hugging Face `datasets` library:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ # Login using e.g. `huggingface-cli login` to access this dataset
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+ ds = load_dataset("yibowang214/ProjectTest")
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+ ```
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+
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+ ## Citation
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+
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+ If you find this work useful, please consider citing:
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+
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+ ```bibtex
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+ @article{wang2025projecttest,
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+ title={ProjectTest: A Project-level Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms},
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+ author={Wang, Yibo and Xia, Congying and Zhao, Wenting and Du, Jiangshu and Miao, Chunyu and Deng, Zhongfen and Yu, Philip S and Xing, Chen},
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+ journal={arXiv preprint arXiv:2502.06556},
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+ year={2025}
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+ }
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+ ```