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  # DEVAI dataset
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  <p align="center" width="100%">
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- <img src="dataset_stats.png" align="center" width="70%"/>
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  </p>
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  **DEVAI** is a benchmark of 55 realistic AI development tasks. It consists of plentiful manual annotations, including a total of 365 hierarchical user requirements.
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  Here is an example of our tasks.
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  <p align="center" width="100%">
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- <img src="task51.png" align="center" width="60%"/>
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  </p>
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- We apply three state-of-the-art automatic software development systems to DEVAI, namely MetaGPT, GPT-Piolt, and OpenHands. The table below shows preliminary statistics results.
 
 
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  <p align="center" width="100%">
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- <img src="developer_stats.png" align="center" width="60%"/>
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  </p>
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  We perform a manual evaluation to judge if each requirement is satisfied by the solution provided by the aforementioned systems.
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  <p align="center" width="100%">
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- <img src="human_evaluation.png" align="center" width="60%"/>
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  </p>
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  An automated evaluation program that could possibly replace manual evaluation can be found at our [Github realse](https://github.com/metauto-ai/Devai).
 
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  ---
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  # DEVAI dataset
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  <p align="center" width="100%">
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+ <img src="dataset_stats.png" align="center" width="84%"/>
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  </p>
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  **DEVAI** is a benchmark of 55 realistic AI development tasks. It consists of plentiful manual annotations, including a total of 365 hierarchical user requirements.
 
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  Here is an example of our tasks.
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  <p align="center" width="100%">
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+ <img src="task51.png" align="center" width="90%"/>
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  </p>
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+ We apply three state-of-the-art automatic software development systems to DEVAI, namely MetaGPT, GPT-Piolt, and OpenHands.
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+ We suggest expanding the task queries with constraints defined in [constraints.json](https://huggingface.co/datasets/DEVAI-benchmark/DEVAI/blob/main/constraints.json) to guide development systems' behavior and provide auxiliary if needed.
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+ The table below shows preliminary statistics results.
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  <p align="center" width="100%">
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+ <img src="developer_stats.png" align="center" width="79%"/>
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  </p>
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  We perform a manual evaluation to judge if each requirement is satisfied by the solution provided by the aforementioned systems.
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  <p align="center" width="100%">
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+ <img src="human_evaluation.png" align="center" width="80%"/>
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  </p>
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  An automated evaluation program that could possibly replace manual evaluation can be found at our [Github realse](https://github.com/metauto-ai/Devai).