Datasets:
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README.md
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### Dataset Description
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Document Haystack is a comprehensive benchmark designed to evaluate the performance of Vision Language Models (VLMs) on long, visually complex documents. This FiftyOne dataset contains the
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The benchmark expands on the "Needle in a Haystack" concept by embedding needles — short key-value statements in pure text or as multimodal text+image snippets — within real-world documents. These needles test whether models can locate specific information hidden within complex documents with textual, visual, or mixed content.
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### Dataset Description
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Document Haystack is a comprehensive benchmark designed to evaluate the performance of Vision Language Models (VLMs) on long, visually complex documents. This FiftyOne dataset contains the 10-page subset, which serves as an entry point for testing retrieval capabilities on shorter documents.
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The benchmark expands on the "Needle in a Haystack" concept by embedding needles — short key-value statements in pure text or as multimodal text+image snippets — within real-world documents. These needles test whether models can locate specific information hidden within complex documents with textual, visual, or mixed content.
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