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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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  **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**).
 
 
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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.