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#artificial intelligence Preprint Oct 2026

VL-DocIR: A Benchmark for Vision-Based Long Document Information Retrieval

Vision-based document retrieval has improved rapidly, but current evaluation settings still emphasize short documents and single relevant pages. This leaves an important gap between leaderboard performance and realistic long-document retrieval, where the evidence needed to answer a query may span multiple pages or even...

Simon Ott, Yu-Fan Chen, Rui-Ping Liu et al. · 0 citations

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