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license: cc-by-4.0
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---
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license: cc-by-4.0
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# Introduction
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**TypoEval Dataset** is a large-scale dataset for evaluating typographic threats against
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Vision-Language Foundation Models. It contains **151,680 typographic examples** organised into two sub-datasets (**TypoWD** and **TypoID**) and their
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invisible counterparts (**TypoWD-Invisible** and **TypoID-Invisible**). Both sub-datasets span six tasks: four visual-understanding tasks (object recognition,
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visual attribute detection, enumeration, reasoning) and two image-to-image generation
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tasks (photographic style transfer, full-body pose generation).
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> 🚧 **Status.** This is a pre-release version accompanying a manuscript currently
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> under review. Field names and directory layout may change.
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> Author information, the paper link, and the evaluation code will be added
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> once the manuscript is accepted.
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