ResearchBenchmarksComposed Video Retrieval on CoVR-R (val)Composed Video Retrieval on CoVR-R (val)Follow80.81Recall@1Reason-Then-Retrieve76.769578.7897580.8182.83025Jun 1, 2026Evaluation resultsMethodMethodLinksRecall@1Recall@5Recall@10Recall@50Reason-Then-RetrieveStage=ValStage=Val2026.0680.8194.8697.1198.59