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Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation
arXiv:2510.24870v2 Announce Type: replace Abstract: We introduce MiRAGE, an evaluation framework for retrieval-augmented generation (RAG) from multimodal sources. As audiovisual media becomes a prevalent source of information online, it is essential for RAG systems to integrate information from these sources into generation. However, existing evaluations for RAG are text-centric, limiting their applicability to multimodal settings.
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Major League Baseball's trade season is fast approaching, and the sport's cramped standings are providing little clarity on who's likeliest to end up where. There are too many contenders -- and too many teams whose dreams of contention remain -- to figure out how this deadline is likely to operate. At this time last year, remember, the Milwaukee Brewers, who wound up winning a major league-best 97 games, were barely above .500.
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