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# CP-Bench: A dataset for evaluating LLM-driven constraint modelling
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# Dataset Breakdown
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The dataset contains problems from the following sources:
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- `aplai_course`: Problems from the APLAI course of KU Leuven, 2023-2024. As modelled here
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- `cpmpy_examples`: Problems from the cpmpy examples folder, https://github.com/CPMpy/cpmpy/tree/master/examples
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- All included, except for the ones that require enumeration of all solutions (e.g. `solveAll`).
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- `csplib
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- For now, only the ones modelled in the
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- `hakan_examples`: Models created by Hakan Kjellerstrand
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- In progress with alphabetical order. Currently, includes all problems until `
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- Those already modelled
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- Those that contain `solveAll` (counting solutions).
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- Global constraints tests, e.g. http://www.hakank.org/cpmpy/atmost_test.py
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# CP-Bench: A dataset for evaluating LLM-driven constraint modelling
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[](https://huggingface.co/spaces/kostis-init/CP-Bench-Leaderboard)
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This dataset is designed to faciliate the evaluation of LLM-based methods for translating natural language problem descriptions into accurate constraint specifications. It contains diverse combinatorial problems, and is sourced from various well-established sources from the Constraint Programming community.
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Feel free to contact us if you find any errors in models/solutions/descriptions, thank you!
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---
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## 📊 Leaderboard
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You can submit your results or view others' performance here:
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👉 **[CP-Bench Leaderboard on Hugging Face](https://huggingface.co/spaces/kostis-init/CP-Bench-Leaderboard)**
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---
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# Dataset Breakdown
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The dataset contains problems from the following sources:
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- `aplai_course`: Problems from the APLAI course of KU Leuven, 2023-2024. As modelled [here](https://github.com/kostis-init/LLM-CP-Modeling/tree/main/data/APLAI_course).
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- `cpmpy_examples`: Problems from the [CPMpy repository](https://github.com/CPMpy/cpmpy/tree/master/examples)
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- All included, except for the ones that require enumeration of all solutions (e.g. `solveAll`).
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- [`csplib`](https://www.csplib.org/Problems/)
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- For now, only the ones modelled in the [CPMpy repository] (https://github.com/CPMpy/cpmpy/tree/master/examples/csplib) are included, and the ones modelled by [Hakan Kjellerstrand](http://www.hakank.org/cpmpy/).
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- `hakan_examples`: Models created by [Hakan Kjellerstrand](http://www.hakank.org/cpmpy/)
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- In progress with alphabetical order. Currently, includes all problems until `crypta.py`, excluding the following:
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- Those already modelled from other sources (e.g. aplai_course, cpmpy_examples, csplib)
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- Those that contain `solveAll` (counting solutions).
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- Global constraints tests, e.g. http://www.hakank.org/cpmpy/atmost_test.py
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