RoadBench: Benchmarking MLLMs on Fine-Grained Spatial Understanding and Reasoning Under Urban Road Scenarios

Lecture notes in computer science 2026 Open access

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Authors: Jun Zhang, Xin Zhang, Jie Feng, Long Chen, Junhui Wang, Zhicheng Liu, Depeng Jin, Yong Li
DOI: 10.1007/978-3-032-37016-7_10
Cited by: 0
References: 30

Fields of Study & Subjects

Multimodal Machine Learning Applications Automated Road and Building Extraction Geographic Information Systems Studies

Publication details

Journal / source
Lecture notes in computer science
Pages
177–195
Publication date
1 January 2026
Language
EN