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helenqu/ImageNet-Paste

ImageNet-Paste ImageNet-Paste is created by pasting in small images of different concepts into each image from the ImageNet validation dataset to probe the impact of concept pairs on multimodal task accuracy in natural images. Each ImageNet validation image is augmented by pasting in a small image of a different concept (accessory_word), and models are tasked with producing the correct ImageNet classification in the presence of the other concept. In our paper, we provide… See the full description on the dataset page: https://huggingface.co/datasets/helenqu/ImageNet-Paste.

Author / organizationhelenqu
License (as declared)mit
Downloads4.4K (as reported by Hugging Face)
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Created4 July 2025
Last updated at source15 July 2025
clipmultimodalcompositional-generalizationimage-classificationimagenet
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  • 16 Oct 2026 Description: ImageNet-Paste ImageNet-Paste is created by pasting in small images of different concepts into each image from the ImageNet validation dataset to probe the impact of concept pairs on multimodal task accuracy in natural images. Each ImageNet → ImageNet-Paste ImageNet-Paste is created by pasting in small images of different concepts into each image from the ImageNet validation dataset to probe the impact of concept pairs on multimodal task accuracy in natural images. Each ImageNet

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