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  1. .gitattributes +0 -4
  2. README.md +81 -0
  3. images.zip +3 -0
  4. testmini.parquet +3 -0
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+ ---
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+ task_categories:
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+ - multiple-choice
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+ - question-answering
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+ - visual-question-answering
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+ language:
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+ - en
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+ size_categories:
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+ - 1K<n<10K
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+ configs:
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+ - config_name: testmini
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+ data_files:
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+ - split: testmini
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+ path: testmini.parquet
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+ dataset_info:
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+ - config_name: testmini
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+ features:
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+ - name: sample_index
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+ dtype: string
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+ - name: problem_index
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+ dtype: string
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+ - name: problem_version
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+ dtype: string
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+ - name: question
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+ dtype: string
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+ - name: image
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+ dtype: image
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+ - name: answer
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+ dtype: string
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+ - name: question_type
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+ dtype: string
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+ - name: metadata
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+ struct:
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+ - name: split
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+ dtype: string
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+ - name: source
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+ dtype: string
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+ - name: subject
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+ dtype: string
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+ - name: subfield
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+ dtype: string
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+ - name: query_wo
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+ dtype: string
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+ - name: query_cot
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+ dtype: string
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+ - name: question_for_eval
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+ dtype: string
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+ splits:
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+ - name: testmini
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+ num_bytes: 166789963
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+ num_examples: 3940
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+ license: mit
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+ ---
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+ # MathVerse with difficulty level tags
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+
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+ This dataset extends the 🤗 [MathVerse testmini](https://huggingface.co/datasets/AI4Math/MathVerse) benchmark by introducing two additional tags: **passrate_for_qwen2.5_vl_7b** and **difficulty_level_for_qwen2.5_vl_7b**. Further details are available in our paper.
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+
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+
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+
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+ ## 🚀 Data Usage
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+
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("JierunChen/MathVerse_with_difficulty_level")
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+ print(dataset)
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+ ```
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+
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+ ## 📑 Citation
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+
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+ If you find this benchmark useful in your research, please consider citing this BibTex:
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+
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+ ```latex
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+ @inproceedings{zhang2024mathverse,
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+ title={MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?},
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+ author={Renrui Zhang, Dongzhi Jiang, Yichi Zhang, Haokun Lin, Ziyu Guo, Pengshuo Qiu, Aojun Zhou, Pan Lu, Kai-Wei Chang, Peng Gao, Hongsheng Li},
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+ booktitle={arXiv},
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+ year={2024}
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+ }
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+ ```
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