Duplicate from lingcco/FakeClue
Browse filesCo-authored-by: Siwei Wen <lingcco@users.noreply.huggingface.co>
- .gitattributes +60 -0
- README.md +23 -0
- data_json/test.json +0 -0
- data_json/train.json +3 -0
- test.zip +3 -0
- train.zip +3 -0
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README.md
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---
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license: apache-2.0
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language:
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- en
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size_categories:
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- 100K<n<1M
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---
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## FakeClue Dataset
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FakeClue is a large-scale, multimodal dataset designed to aid in synthetic image detection and artifact explanation. It consists of over 100,000 images across many categories. Each image is paired with fine-grained artifact annotations in natural language, detailing the synthetic elements present within the image. The dataset includes images from open-source datasets like GenImage, FF++, and Chameleon, as well as specialized synthetic data generated for remote sensing and document images.
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## Citation
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```
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@misc{wen2025spotfakelargemultimodal,
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title={Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation},
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author={Siwei Wen and Junyan Ye and Peilin Feng and Hengrui Kang and Zichen Wen and Yize Chen and Jiang Wu and Wenjun Wu and Conghui He and Weijia Li},
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year={2025},
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eprint={2503.14905},
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archivePrefix={arXiv},
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2503.14905},
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}
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```
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data_json/test.json
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data_json/train.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:4371cd3cd82b494927d0a3ddd2dbbff6cb480d5a073db0a8f379a46bb1b877e6
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size 112362398
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test.zip
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version https://git-lfs.github.com/spec/v1
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size 1278241436
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train.zip
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version https://git-lfs.github.com/spec/v1
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size 28439354572
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