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README.md
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- **Repository:** https://github.com/OpenCausaLab/CauGym
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- **Paper :** https://www.arxiv.org/abs/2602.06337
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## Citation
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- **Repository:** https://github.com/OpenCausaLab/CauGym
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- **Paper :** https://www.arxiv.org/abs/2602.06337
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### Evaluation
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| Benchmark | ATE | CDE | ETT | NDE | NIE | PN | PS |
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| :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
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| **CALM** | 0.990 | 0.994 | 0.900 | 0.940 | 0.930 | 0.928 | 0.866 |
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| **CauGym-rephrased**| 0.948 | 0.982 | 0.856 | 0.890 | 0.888 | 0.778 | 0.816 |
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| **CauGym-ommitted** | 0.935 | 0.963 | 0.837 | 0.934 | 0.838 | 0.900 | 0.907 |
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| **CauGym-deconfounding** | 0.976 | 0.986 | 0.854 | 0.572 | 0.872 | 0.952 | 0.848 |
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| **CauGym-redundant** | 0.972 | 0.966 | 0.918 | 0.850 | 0.888 | 0.934 | 0.910 |
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| **CauGym-insufficient** | 0.884 | 0.902 | 0.686 | 0.696 | 0.958 | 0.940 | 0.954 |
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## Citation
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