EVALUATING GENERATIVE AI MODELS FOR HISTORIC URBAN HERITAGE VISUALIZATION IN SMART CITIES
Evaluating generative AI models across five sites, this study investigates historical urban heritage visualization on Cairo’s Al-Mu'izz Street to advance smart city preservation frameworks. Findings demonstrate that Gemini 3.1 Pro achieves superior conservation fidelity (84.9% overall; 4.20/5 in retention and historica...