LLM-generated descriptions improve VLM classification only when selected to discriminate among ambiguous classes, not when simply ensembled.
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Does VLM Classification Benefit from LLM Description Semantics?
LLM-generated descriptions improve VLM classification only when selected to discriminate among ambiguous classes, not when simply ensembled.