Add filtered (verified) benchmark

README.md

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+---
+license: other
+license_name: cc-by-nc-sa
+license_link: https://huggingface.co/datasets/smballaa/GATmath
+language:
+- ar
+task_categories:
+- multiple-choice
+pretty_name: GATmath (verified)
+configs:
+- config_name: algebra
+  data_files:
+  - split: test
+    path: algebra/test-00000-of-00001.parquet
+- config_name: arithmetic
+  data_files:
+  - split: test
+    path: arithmetic/test-00000-of-00001.parquet
+- config_name: comparisons
+  data_files:
+  - split: test
+    path: comparisons/test-00000-of-00001.parquet
+- config_name: geometry
+  data_files:
+  - split: test
+    path: geometry/test-00000-of-00001.parquet
+---
+
+# GATmath (verified)
+
+A filtered copy of **GATmath**, the Arabic multiple-choice math benchmark derived from the General Aptitude Test (GAT), with samples flagged by a multi-judge audit removed. Four configs: `algebra`, `arithmetic`, `comparisons`, `geometry`.
+
+## Source
+- Original dataset: [`smballaa/GATmath`](https://huggingface.co/datasets/smballaa/GATmath), revision `bec17562a1fa6308e4ac713730412a52603f0b6d` (files `algebra.JSON`, `arithmetic.json`, `comparisons.JSON`, `geometry.JSON`).
+- The copy used for evaluation (the starting point of this filtered version) equals the upstream files except that the question text (`السؤال`) of 3 `algebra` questions and 1 `geometry` question was edited locally; options and answers are unchanged.
+- Only the GATmath files are included (not the verbal GATLc files).
+
+## Columns
+`السؤال` (question), `أ`, `ب`, `ج`, `د` (the four options), `الإجابة_الصحيحة` (gold letter) and `النوع` (type), as in the source.
+
+## Audit and filtering
+
+Samples were screened with the multi-judge audit described in [`IFM/discarded_samples`](https://huggingface.co/datasets/IFM/discarded_samples) (revision `68057740`). Three language-model judges (GPT-5.6 Sol, Gemini 3.8 Flash, Claude Opus 5) assessed candidate samples that strong baselines answered incorrectly. A sample is excluded only when **all three** judges report a *significant* issue (a problem with the question, the options or the gold label that prevents reliable answering or scoring). Excluded samples were matched to this benchmark by the row index (`doc_id`) assigned by lm-evaluation-harness, which equals the 0-based row index of the source file listed above; every matched row was additionally checked against the discarded record's question text and gold label. All other rows are kept unchanged and in their original order, with the original column names and values.
+
+| Config | Original rows | Excluded | Kept |
+|---|---:|---:|---:|
+| `algebra` | 2700 | 89 | 2611 |
+| `arithmetic` | 2722 | 59 | 2663 |
+| `comparisons` | 1225 | 45 | 1180 |
+| `geometry` | 370 | 6 | 364 |
+| **Total** | **7017** | **199** | **6818** |
+
+## License
+The source card states **CC BY-NC-SA** (version not specified). This copy inherits those terms: non-commercial use with attribution, share-alike. Check the [original card](https://huggingface.co/datasets/smballaa/GATmath) before reuse.
+
+## Citation
+Please cite the original authors:
+
+```bibtex
+@article{alballaa2025gatmath,
+  title   = {GATmath and GATLc: Comprehensive benchmarks for evaluating Arabic large language models},
+  author  = {AlBallaa, S. and AlTwairesh, N. and AlSalman, A. and Alfarhood, S.},
+  journal = {PLoS One},
+  volume  = {20},
+  number  = {9},
+  pages   = {e0329129},
+  year    = {2025},
+  doi     = {10.1371/journal.pone.0329129}
+}
+```

algebra/test-00000-of-00001.parquet

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+oid sha256:9f146b8ff617f3a93e934902712df9bcf36036bd6d632349782e6c60abec2257
+size 137633

arithmetic/test-00000-of-00001.parquet

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+oid sha256:f4b6cd9881bfa587e969d99ae05c062a9f0ee09668eccb12984632733a30b311
+size 264321

comparisons/test-00000-of-00001.parquet

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+oid sha256:4ef7bdbb79ece0fd5b8574a4b20d9e95b15c2fff0b12c1758f3ec28c40b48994
+size 66254

geometry/test-00000-of-00001.parquet

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+oid sha256:5c2c0edac2970073812a2d53fb168b633d74429a26d11c2733a35435e53a1a5c
+size 32421