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Aarhus University
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No single model dominates video embedding tasks, revealing stark contrasts in performance based on modality and task type.
Leaderboard rankings for instruction-tuned embedding models are meaningless, as prompt selection alone can crown any model the winner.
Audio models can't do it all: a comprehensive benchmark reveals stark performance trade-offs between acoustic and linguistic understanding, with no single model dominating across diverse audio tasks.
