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--- |
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language: |
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- en |
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- zh |
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license: mit |
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size_categories: |
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- n<1K |
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task_categories: |
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- question-answering |
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pretty_name: S1-Bench |
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tags: |
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- LRM |
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- System1 |
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- fast-thinking |
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--- |
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**The benchmark constructed in paper** [S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models](https://arxiv.org/abs/2504.10368). |
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## Introduction |
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S1-Bench is a novel benchmark designed to evaluate Large Reasoning Models' performance on simple tasks that favor intuitive *system 1* thinking rather than deliberative *system 2* reasoning. |
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S1-Bench comprises 422 question-answer pairs across four major categories and 28 subcategories, balanced with 220 English and 202 Chinese questions. |
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## Meta Data |
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The data set has |
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- ID: a int feature. |
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- question: a string feature. |
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- answer: a string feature. |
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- language: a string feature. |
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- category: a string feature. |
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- sub_category: a string feature. |
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## Example |
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``` |
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{ |
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"ID": 204, |
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"question": "What's 7 plus 8?", |
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"answer": "15", |
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"language": "en", |
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"category": "reasoning_question", |
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"sub_category": "numerical_reasoning" |
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} |
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``` |
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``` |
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{ |
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"ID": 156, |
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"question": "单词"hola"是西班牙语还是法语？", |
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"answer": "西班牙语", |
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"language": "zh", |
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"category": "analysis_questions", |
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"sub_category": "language_classification" |
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} |
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``` |
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``` |
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{ |
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"ID": 105, |
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"question": "输出一个字母“Z”", |
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"answer": "Z", |
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"language": "en", |
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"category": "instruction_following", |
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"sub_category": "repetition_constraints" |
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} |
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``` |
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``` |
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{ |
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"ID": 294, |
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"question": "How many minutes equal 1 hour?", |
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"answer": "60", |
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"language": "en", |
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"category": "knowledge_question", |
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"sub_category": "measurement_units" |
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} |
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``` |
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## Citation |
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If you find our work useful, please consider citing our paper: |
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``` |
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@misc{zhang2025s1benchsimplebenchmarkevaluating, |
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title={S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models}, |
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author={Wenyuan Zhang and Shuaiyi Nie and Xinghua Zhang and Zefeng Zhang and Tingwen Liu}, |
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year={2025}, |
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eprint={2504.10368}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL}, |
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url={https://arxiv.org/abs/2504.10368}, |
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} |
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``` |
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