MARQUIS is a three-stage pipeline for video RAG that boosts retrieval nDCG@10 from 0.195 to 0.759 and generation human scores on the MAGMaR2026 shared task.
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MARQUIS: A Three-Stage Pipeline for Video Retrieval-Augmented Generation
MARQUIS is a three-stage pipeline for video RAG that boosts retrieval nDCG@10 from 0.195 to 0.759 and generation human scores on the MAGMaR2026 shared task.