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license: mit |
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--- |
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This is the evaluation benchmark of [LLM4Decompile](https://github.com/albertan017/LLM4Decompile) project. |
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## About |
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* **Decompile-Bench-Eval** includes manually crafted binaries from the well-established HumanEval and MBPP, alongside the compiled GitHub repositories released after 2025 to mitigate data leakage issues. |
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* **C and C++ Support:** These datasets include both **C** and **C++** source code, whereas earlier models (LLM4Decompile-V1.5, V2) and the HumanEval-Decompile dataset were limited to C only. |
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## Columns |
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It contains three splits, huameval, mbpp, and github2025. We also provide a [json verison](https://github.com/albertan017/LLM4Decompile/tree/main/decompile-bench/data) for the data. |
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They contains the following columns: |
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``` |
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{ |
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"index":"index of the function", |
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"func_name":"demangled name for he function", |
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"func_dep":"function dependecies (includes, help functions), or the path to the source code", |
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"func":"source code", |
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"test":"unit tests for the function, empty for github data", |
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"opt":"optimization, O0, O1, O2, O3", |
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"language":"language, c or cpp", |
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"asm":"assembly", |
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"ida_asm":"assembly from ida pro", |
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"ida_pseudo":"decompiled results (pseudo code) from ida pro", |
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"ghidra_asm":"assembly from ghidra", |
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"ghidra_pseudo":"decompiled results (pseudo code) from ghidra" |
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} |
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``` |
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## Others |
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For more details, please check [LLM4Decompile](https://github.com/albertan017/LLM4Decompile) project. |
