@article{202311.1473, doi = {10.20944/preprints202311.1473.v1}, url = {https://doi.org/10.20944/preprints202311.1473.v1}, year = 2023, month = {November}, publisher = {Preprints}, author = {Hao Liang and Jiaxin Zhang and Yunqin Li and Zehong Zhu and Bowen Wang}, title = {Automatic Estimation for Visual Quality Changes of Street Space Via Street-View Images and Multimodal Large Language Models}, journal = {Preprints} }