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update repo splits and README (v1, v1-verified, v2)
Browse files- README.md +21 -15
- cp_bench_changes.md +2 -2
README.md
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configs:
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- config_name: default
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data_files:
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- split:
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path: "dataset.jsonl"
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- split:
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path: "dataset.jsonl"
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- split: verified
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path: "dataset_verified.jsonl"
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---
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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
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---
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##
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- `original`: The original dataset, which contains all problems, including those with known issues.
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- `verified`: A version of the dataset that contains problems that did not have any severe issues.
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---
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## ๐ Leaderboard
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You can submit your results
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๐ **[CP-Bench Leaderboard
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---
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-
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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/CP-LLMs-ICL/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
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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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## Diversity
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We attempted to include unique problems from different sources, in order to provide a diverse set of problems.
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However, as this was a manual process, there might be duplicates or similar problems. If you notice any issues, please let us know.
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## Citation
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If you found
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```bib
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@dataset{michailidis_2025_15592407,
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configs:
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- config_name: default
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data_files:
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- split: v1
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path: "dataset.jsonl"
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- split: v1-verified
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path: "dataset_verified.jsonl"
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- split: v2
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path: "dataset_v2_2025-08-07_20-45-17.jsonl"
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---
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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 facilitate 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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## Dataset Versions
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> **_tl;dr:_** Use `v2`, it's the latest!
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You will notice that the dataset contains various splits (which are not exactly splits, but rather different versions of the dataset):
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- `v1`: The original dataset, which contains all problems initially designed, including those with known issues.
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- `v1-verified`: A stripped-down version of the original dataset (v1) that contains only the problems that did not have any severe issues.
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- `v2`: The latest version of the dataset, which includes additional problems and fixes to the issues found in v1. It is the recommended version for use.
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---
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## ๐ Leaderboard
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You can easily submit your results and view the global leaderboard here:
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๐ **[CP-Bench Leaderboard](https://huggingface.co/spaces/kostis-init/CP-Bench-Leaderboard)**
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---
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## Dataset Breakdown (v2)
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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/CP-LLMs-ICL/tree/main/data/APLAI_course).
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- `complex_or`: Problems from the [Complex OR repository](https://github.com/xzymustbexzy/Chain-of-Experts)
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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, 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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---
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## Diversity
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We attempted to include unique problems from different sources, in order to provide a diverse set of problems.
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However, as this was a manual process, there might be duplicates or similar problems. If you notice any issues, please let us know.
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---
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## Citation
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If you found our work useful, please consider citing it:
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```bib
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@dataset{michailidis_2025_15592407,
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cp_bench_changes.md
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# Verifying CP-bench: Changelog
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Here is a
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The resulted verified dataset is available in `dataset_verified.jsonl`.
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### Symmetry-Breaking Constraints Removed
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# Verifying CP-bench: Changelog
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Here is a list of the changed files made to the original (v1) CP-bench dataset, focusing on the removal of instances with critical issues.
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The resulted verified dataset is available in `dataset_verified.jsonl`. All these issues are fixed in the latest version of the dataset, `v2`.
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### Symmetry-Breaking Constraints Removed
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