README.md

---
license: apache-2.0
task_categories:
- question-answering
language:
- zh
tags:
- multimodel
size_categories:
- 1K<n<10K
---

# CII-Bench

<!-- [**🌐 Homepage**](https://cii-bench.github.io/) | [**🤗 Paper**](https://huggingface.co/papers/2406.05862) | [**📖 arXiv**](https://arxiv.org/abs/2406.05862) | [**🤗 Dataset**](https://huggingface.co/datasets/m-a-p/II-Bench) | [**GitHub**](https://github.com/II-Bench/II-Bench) -->

[**🌐 Homepage**](https://cii-bench.github.io/) | [**🤗 Dataset**](https://huggingface.co/datasets/m-a-p/CII-Bench) | [**GitHub**](https://github.com/MING-ZCH/CII-Bench)

<div style="text-align: center;">
  <img src="composition.png" width="50%">
</div>

## Introduction
**CII-Bench** comprises 698 **Chinese images**, each accompanied by 1 to 3 multiple-choice questions, totaling 800 questions. CII-Bench encompasses images from six distinct domains: Life, Art, Society, Environment, Politics, and Chinese Traditional Culture. It also features a diverse array of image types, including Illustrations, Memes, Posters, Multi-panel Comics, Single-panel Comics, and Paintings. The detailed statistical information can be found in the image below.

<div style="text-align: center;">
  <img src="CII-bench-type.png" width="80%">
</div>

## Example

Here are some examples of CII-Bench:

<div style="text-align: center;">
  <img src="CII-bench-sample.png" width="80%">
</div>



## Disclaimers
The guidelines for the annotators emphasized strict compliance with copyright and licensing rules from the initial data source, specifically avoiding materials from websites that forbid copying and redistribution. 
Should you encounter any data samples potentially breaching the copyright or licensing regulations of any site, we encourage you to [contact](#contact) us. Upon verification, such samples will be promptly removed.

## Contact
- Chenhao Zhang: ch_zhang@hust.edu.cn
- Xi Feng: fengxi@ustc.edu
- Ge Zhang: gezhang@umich.edu
- Shiwen Ni: sw.ni@siat.ac.cn
## Citation
**BibTeX:**
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