| | --- |
| | license: cc0-1.0 |
| | --- |
| | This is the evaluation benchmark of [LLM4Decompile](https://github.com/albertan017/LLM4Decompile) project. |
| |
|
| | ## About |
| | * **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. |
| | * **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. |
| |
|
| | ## Columns |
| | 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. |
| | They contains the following columns: |
| | ``` |
| | { |
| | "index":"index of the function", |
| | "func_name":"demangled name for he function", |
| | "func_dep":"function dependecies (includes, help functions), or the path to the source code", |
| | "func":"source code", |
| | "test":"unit tests for the function, empty for github data", |
| | "opt":"optimization, O0, O1, O2, O3", |
| | "language":"language, c or cpp", |
| | "asm":"assembly", |
| | "ida_asm":"assembly from ida pro", |
| | "ida_pseudo":"decompiled results (pseudo code) from ida pro", |
| | "ghidra_asm":"assembly from ghidra", |
| | "ghidra_pseudo":"decompiled results (pseudo code) from ghidra" |
| | } |
| | ``` |
| |
|
| | ## Others |
| | For more details, please check [LLM4Decompile](https://github.com/albertan017/LLM4Decompile) project. |
