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---
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license: apache-2.0
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task_categories:
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- question-answering
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language:
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- zh
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tags:
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- multimodel
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size_categories:
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- 1K<n<10K
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---
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---
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license: apache-2.0
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task_categories:
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- question-answering
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language:
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- zh
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tags:
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- multimodel
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size_categories:
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- 1K<n<10K
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---
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# CII-Bench
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<!-- [**π Homepage**](https://cii-bench.github.io/) | [**π€ Paper**](https://huggingface.co/papers/2406.05862) | [**π arXiv**](https://arxiv.org/abs/2406.05862) | [**π€ Dataset**](https://huggingface.co/datasets/m-a-p/II-Bench) | [**GitHub**](https://github.com/II-Bench/II-Bench) -->
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[**π Homepage**](https://cii-bench.github.io/) | [**π€ Dataset**](https://huggingface.co/datasets/m-a-p/CII-Bench) | [**GitHub**](https://github.com/MING-ZCH/CII-Bench)
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<div style="text-align: center;">
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<img src="Comparision of image.png" width="40%">
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</div>
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## Introduction
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**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.
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<div style="text-align: center;">
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<img src="CII-bench-type.jpg" width="80%">
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</div>
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## Example
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Here are some examples of CII-Bench:
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<div style="text-align: center;">
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<img src="CII-bench-sample.jpg" width="80%">
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</div>
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## Disclaimers
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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.
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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.
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## Contact
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- Chenhao Zhang: ch_zhang@hust.edu.cn
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- Xi Feng: fengxi@ustc.edu
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- Ge Zhang: gezhang@umich.edu
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- Shiwen Ni: sw.ni@siat.ac.cn
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## Citation
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**BibTeX:**
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```bibtex
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```
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