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--- |
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datasets: |
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- HorizonTEL/AIGIBench |
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license: cc-by-nc-sa-4.0 |
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pipeline_tag: image-classification |
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--- |
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<div align="center"> |
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<br> |
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<h1>Is Artificial Intelligence Generated Image Detection a Solved Problem?</h1> |
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[Ziqiang Li](https://scholar.google.com/citations?user=mj5a8WgAAAAJ&hl=zh-CN)<sup>1</sup>, [Jiazhen Yan](https://scholar.google.com/citations?user=QkURh8EAAAAJ&hl=zh-CN)<sup>1</sup>, [Ziwen He](https://scholar.google.com/citations?user=PjkDK9cAAAAJ&hl=zh-CN)<sup>1</sup>, [Kai Zeng](https://scholar.google.com.hk/citations?user=TsI93SIAAAAJ&hl=zh-CN)<sup>2</sup>, [Weiwei Jiang](https://scholar.google.co.jp/citations?user=mbPN0hgAAAAJ&hl=zh-CN)<sup>1</sup>, [Lizhi Xiong](https://scholar.google.com/citations?user=-FzrEP4AAAAJ&hl=zh-CN)<sup>1</sup>, [Zhangjie Fu](https://scholar.google.com/citations?user=fO9NmagAAAAJ&hl=zh-CN)<sup>1‡</sup> |
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<div class="is-size-6 publication-authors"> |
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<p class="footnote"> |
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<span class="footnote-symbol"><sup>‡</sup></span>Corresponding author |
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</p> |
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</div> |
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<sup>1</sup>Nanjing University of Information Science and Technology <sup>2</sup>University of Siena |
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</div> |
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This model is a pre-trained checkpoint for the AI-Generated Image (AIGI) detector described in the paper [Is Artificial Intelligence Generated Image Detection a Solved Problem?](https://huggingface.co/papers/2505.12335). |
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This checkpoint is from the AIGIBench in Setting-II: trained on 144K images generated by both SD-v1.4 and ProGAN, covering the same four object categories. |
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For more details and code, please refer to the official GitHub repository: [https://github.com/HorizonTEL/AIGIBench](https://github.com/HorizonTEL/AIGIBench). |
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If this project helps you, please fork, watch, and give a star to this repository. |
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## Contact |
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If you have any question about this project, please feel free to contact 247918horizon@gmail.com |
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## Citation |
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``` |
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@inproceedings{li2025artificial, |
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title={Is Artificial Intelligence Generated Image Detection a Solved Problem?}, |
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author={Li, Ziqiang and Yan, Jiazhen and He, Ziwen and Zeng, Kai and Jiang, Weiwei and Xiong, Lizhi and Fu, Zhangjie}, |
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booktitle={Advances in Neural Information Processing Systems}, |
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year={2025} |
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} |
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``` |
