---
title: R1-Onevision-Bench
canonical_url: "https://www.modelscope.cn/datasets/Fancy-MLLM/R1-Onevision-Bench"
md_url: "https://www.modelscope.cn/datasets/Fancy-MLLM/R1-Onevision-Bench.md"
repository: Fancy-MLLM/R1-Onevision-Bench
last_updated: 2025-03-18
license: "Apache License 2.0"
storage_size: "104 MB"
downloads: 1022
stars: 0
---

# R1-Onevision-Bench

> R1-Onevision-Bench - Fancy-MLLM 在 ModelScope 开源的数据集。[\[📂 GitHub\]](https://github.com/Fancy-MLLM/R1-Onevision)[\[📝 Paper\]](https://arxiv.org/pdf/2503.10615) [\[🤗 HF Dataset\]](https://huggingface.co/datasets/Fancy-MLLM/R1-onevision) [\[🤗 HF…

Fancy-MLLM/R1-Onevision-Bench 是 ModelScope 魔搭社区上的数据集，存储大小 104 MB，采用 Apache License 2.0 许可。

- **Repository**: Fancy-MLLM/R1-Onevision-Bench
- **License**: Apache License 2.0
- **Storage size**: 104 MB
- **Downloads**: 1022
- **Stars**: 0
- **Last updated**: 2025-03-18

Source: https://www.modelscope.cn/datasets/Fancy-MLLM/R1-Onevision-Bench

---

# R1-Onevision-Bench

[\[📂 GitHub\]](https://github.com/Fancy-MLLM/R1-Onevision)[\[📝 Paper\]](https://arxiv.org/pdf/2503.10615)
[\[🤗 HF Dataset\]](https://huggingface.co/datasets/Fancy-MLLM/R1-onevision)  [\[🤗 HF Model\]](https://huggingface.co/Fancy-MLLM/R1-Onevision-7B) [\[🤗 HF Demo\]](https://huggingface.co/spaces/Fancy-MLLM/R1-OneVision)    



## Dataset Overview

R1-Onevision-Bench comprises 38 subcategories organized into 5 major domains, including Math, Biology, Chemistry, Physics, Deducation. Additionally, the tasks are categorized into five levels of difficulty, ranging from ‘Junior High School’ to ‘Social Test’ challenges, ensuring a comprehensive evaluation of model capabilities across varying complexities.

## Data Format

Reasoning problems are stored in TSV format, with each row containing the following fields:
- `index`: data id
- `question`: visual reasoning question
- `answer`: ground truth answer
- `category`: question category
- `image`: base64
- `choices`: available answer choices
- `level`: question difficulty level

## Benchmark Distribution
<img src="https://cdn-uploads.huggingface.co/production/uploads/65af78bb3e82498d4c65ed2a/PXGfxg9xjMYb5qvXt68le.png" width="50%" />
<img src="https://cdn-uploads.huggingface.co/production/uploads/65af78bb3e82498d4c65ed2a/CiwppKyI4OO2YHcsjboif.png" width="50%" />

## Benchmark Samples
<img src="https://cdn-uploads.huggingface.co/production/uploads/65af78bb3e82498d4c65ed2a/9qfmkt-ZjDzjFb1_gLkoQ.png" width="90%" />

# Institution
- Zhejiang University

## Benchmark Contact
- yang-yi@zju.edu.cn
- xiaoxuanhe@zju.edu.cn
- panhongkun@zju.edu.cn