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  <!-- **INQUIRE: A Natural World Text-to-Image Retrieval Benchmark** -->
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- INQUIRE is a text-to-image retrieval benchmark designed to challenge multimodal models with expert-level queries about the natural world.
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- This dataset aims to emulate real world image retrieval and analysis problems faced by scientists working with large-scale image collections.
 
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  Therefore, we hope that INQUIRE will both encourage and track advancements in the real scientific utility of AI systems.
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  ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/630b1e44cd26ad7f60d490e2/CIFPqSwwkSSZo0zMoQOCr.jpeg)
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  **Dataset Details**
 
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  <!-- **INQUIRE: A Natural World Text-to-Image Retrieval Benchmark** -->
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+ _🎯 **How do we empower scientific discovery in millions of nature photos?**_
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+ INQUIRE is a text-to-image retrieval benchmark designed to challenge multimodal models with expert-level queries about the natural world. This dataset aims to emulate real world image retrieval and analysis problems faced by scientists working with large-scale image collections.
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  Therefore, we hope that INQUIRE will both encourage and track advancements in the real scientific utility of AI systems.
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  ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/630b1e44cd26ad7f60d490e2/CIFPqSwwkSSZo0zMoQOCr.jpeg)
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  **Dataset Details**