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Prompt-Grounded Architectural Style Retrieval: Matching Building Images with LLM-Generated Design Descriptions

Architectural style retrieval requires a model to connect visible design evidence with language that is more specific than a class name. This study evaluates prompt-grounded retrieval on the BuildingStyles corpus, whose labeled manifest contains 456 square RGB images distributed across 24 architect...

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Principais autores: Sarah Tan, Derek Zhou
פורמט: Artigo
שפה:Inglês
יצא לאור: Scitific Publication Center 2026-01-01
סדרה:Artificial Intelligence and Machine Learning Review
נושאים:
architectural style
image-text retrieval
large language models
prompt engineering
building recognition
cross-modal embedding
גישה מקוונת:https://scipublication.com/index.php/AIMLR/article/view/425
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