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--- |
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task_categories: |
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- image-text-to-text |
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license: other |
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language: |
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- ru |
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tags: |
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- mathematics |
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- education |
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- vlm |
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- assessment |
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- russian |
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- handwritten |
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--- |
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# EGE Math Solutions Assessment Benchmark |
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[Paper](https://huggingface.co/papers/2507.22958) | [Code](https://github.com/Karifannaa/Auto-check-EGE-math) |
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## Dataset Description |
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This dataset contains student solutions to Russian Unified State Exam (EGE) mathematics problems, with reference scores for benchmarking automated evaluation systems. |
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**🖼️ All images are properly embedded and accessible!** |
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The dataset includes three types of images for each solution: |
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- **Student solutions with correct answers shown** (152 images) |
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- **Student solutions without answers** for blind evaluation (152 images) |
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- **True/reference solutions** for each problem (144 images) |
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## Dataset Statistics |
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- **Total examples**: 122 |
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- **Total images**: 448 |
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- **Task types**: 7 |
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- **Score range**: 0-4 points |
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### Task Types |
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| Task Type | Count | |
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|-----------|-------| |
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| Financial mathematics | 15 | |
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| Logarithmic inequalities | 19 | |
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| Number theory problem | 16 | |
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| Planimetric problem | 17 | |
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| Problem with parameters | 16 | |
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| Stereometric problem | 18 | |
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| Trigonometric equations | 21 | |
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### Score Distribution |
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| Score | Count | Percentage | |
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|-------|-------|------------| |
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| 0 | 28 | 23.0% | |
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| 1 | 40 | 32.8% | |
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| 2 | 35 | 28.7% | |
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| 3 | 11 | 9.0% | |
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| 4 | 8 | 6.6% | |
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## Dataset Structure |
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Each example contains: |
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- `solution_id`: Unique identifier for the solution |
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- `task_id`: Task type ID (13-19) |
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- `example_id`: Specific example identifier |
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- `task_type`: Description of the task type in English |
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- `score`: Reference score (0-4) |
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- `parts_count`: Number of parts in the solution |
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- `images_with_answer`: List of PIL Images containing student solution with correct answer |
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- `images_without_answer`: List of PIL Images containing only student solution |
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- `images_with_true_solution`: List of PIL Images containing task with true solution |
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## Usage |
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```python |
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from datasets import load_dataset |
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# Load the dataset |
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dataset = load_dataset('Karifannaa/EGE_Math_Solutions_Assessment_Benchmark') |
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# Access an example |
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example = dataset['train'][0] |
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print(f"Solution ID: {example['solution_id']}") |
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print(f"Task Type: {example['task_type']}") |
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print(f"Score: {example['score']}") |
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# View images (all images are PIL Image objects) |
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print(f"Images with answer: {len(example['images_with_answer'])}") |
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print(f"Images without answer: {len(example['images_without_answer'])}") |
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print(f"Images with true solution: {len(example['images_with_true_solution'])}") |
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# Display an image |
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if example['images_with_answer']: |
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img = example['images_with_answer'][0] |
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img.show() # This will work - images are properly embedded! |
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``` |
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## Image Access |
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All images are stored as PIL Image objects and can be directly accessed: |
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```python |
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# Get first example |
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example = dataset['train'][0] |
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# Access different types of images |
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student_solution_with_answer = example['images_with_answer'][0] |
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student_solution_without_answer = example['images_without_answer'][0] |
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true_solution = example['images_with_true_solution'][0] |
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# Images are PIL Image objects with standard methods |
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print(f"Image size: {student_solution_with_answer.size}") |
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print(f"Image mode: {student_solution_with_answer.mode}") |
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# Save image |
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student_solution_with_answer.save("solution.png") |
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``` |
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## License |
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This dataset is provided for research and educational purposes. |
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## Citation |
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If you use this work in your research, please consider citing it. |
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**Plain Text:** |
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> Khrulev, R. (2025). *CHECK-MAT: Checking Hand-Written Mathematical Answers for the Russian Unified State Exam*. arXiv preprint arXiv:2507.22958. https://arxiv.org/abs/2507.22958 |
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**BibTeX:** |
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```bibtex |
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@misc{khrulev2025checkmatcheckinghandwrittenmathematical, |
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title={CHECK-MAT: Checking Hand-Written Mathematical Answers for the Russian Unified State Exam}, |
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author={Ruslan Khrulev}, |
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year={2025}, |
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eprint={2507.22958}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CV}, |
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url={https://arxiv.org/abs/2507.22958}, |
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} |
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``` |
