VideoSearch-R1 Iterative Video Retrieval and Reasoning
June 30, 2026
VideoSearch-R1 implements soft query refinement to bridge the gap between video retrieval and fine-grained intra-video reasoning. The approach prevents failure in downstream tasks by allowing the system to iteratively refine search queries when initial retrieval fails.
HOW THIS AFFECTS YOU
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builderYou can build more robust video search systems that recover from poor initial retrieval results.
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researcherThis addresses the limitation of treating retrieval as a static preprocessing step.