TY - GEN
T1 - Towards a Robust Evaluation Framework for Generative Urban Design
AU - Brama, Haya
AU - Dalach, Agata
AU - Grinshpoun, Tal
AU - Dortheimer, Jonathan
N1 - Publisher Copyright:
© 2024, Education and research in Computer Aided Architectural Design in Europe. All rights reserved.
PY - 2024
Y1 - 2024
N2 - Thispaper critically reviews the evaluation methods employed in the Generative Urban Design (GUD) literature. The review reveals various evaluation methods, including human-based, performance-based, and statistical evaluation· An analysis of the evaluation methods shows that each approach has limitations, and none fully addresses the unique challenges of evaluating GUD. The paper concludes that more robust and comprehensive evaluation methods are neededfor GUD.
AB - Thispaper critically reviews the evaluation methods employed in the Generative Urban Design (GUD) literature. The review reveals various evaluation methods, including human-based, performance-based, and statistical evaluation· An analysis of the evaluation methods shows that each approach has limitations, and none fully addresses the unique challenges of evaluating GUD. The paper concludes that more robust and comprehensive evaluation methods are neededfor GUD.
KW - DeepLeammg，GAN
KW - FID score
KW - Generative Urban Design
KW - Machine-Learning
UR - http://www.scopus.com/inward/record.url?scp=85209796768&partnerID=8YFLogxK
U2 - 10.52842/conf.ecaade.2024.1.529
DO - 10.52842/conf.ecaade.2024.1.529
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AN - SCOPUS:85209796768
SN - 9789491207372
T3 - Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe
SP - 529
EP - 538
BT - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2024
A2 - Kontovourkis, Odysseas
A2 - Phocas, Marios C.
A2 - Wurzer, Gabriel
PB - Education and research in Computer Aided Architectural Design in Europe
T2 - 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2024
Y2 - 9 September 2024 through 13 September 2024
ER -