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gopal27 lingcco commited on
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Duplicate from lingcco/FakeClue

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Co-authored-by: Siwei Wen <lingcco@users.noreply.huggingface.co>

Files changed (6) hide show
  1. .gitattributes +60 -0
  2. README.md +23 -0
  3. data_json/test.json +0 -0
  4. data_json/train.json +3 -0
  5. test.zip +3 -0
  6. train.zip +3 -0
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README.md ADDED
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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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+
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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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+
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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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