arxiv
PublishedApril 24, 2026 at 4:00 AM
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Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
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arXiv:2604.20851v1 Announce Type: cross Abstract: Modern video-text retrieval (VTR) models excel on in-distribution benchmarks but are highly vulnerable to real-world query shifts, where the distribution of query data deviates from the training domain, leading to a sharp performance drop. Existing i
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