Urban Spatial Intelligence
updated
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence
with Spatial Reasoning and Understanding
Paper
• 2506.23219
• Published • 7
CityGPT: Empowering Urban Spatial Cognition of Large Language Models
Paper
• 2406.13948
• Published • 1
CityRiSE: Reasoning Urban Socio-Economic Status in Vision-Language
Models via Reinforcement Learning
Paper
• 2510.22282
• Published • 3
CityBench: Evaluating the Capabilities of Large Language Model as World
Model
Paper
• 2406.13945
• Published • 1
A Survey of Large Language Model-Powered Spatial Intelligence Across
Scales: Advances in Embodied Agents, Smart Cities, and Earth Science
Paper
• 2504.09848
• Published • 1
CityLens: Benchmarking Large Language-Vision Models for Urban
Socioeconomic Sensing
Paper
• 2506.00530
• Published • 2
AgentMove: A Large Language Model based Agentic Framework for Zero-shot
Next Location Prediction
Paper
• 2408.13986
• Published
CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility
Simulation
Paper
• 2506.13599
• Published • 3
Preview
• Updated • 51
EmbodiedCity/UrbanVideo-Bench
Viewer
• Updated • 5.36k • 1.53k
• 9
3D Question Answering for City Scene Understanding
Paper
• 2407.17398
• Published • 22
OpenCity3D: What do Vision-Language Models know about Urban
Environments?
Paper
• 2503.16776
• Published • 3
Preview
• Updated • 197
• 6
Viewer
• Updated • 971 • 62
• 5
Around the World in 80 Timesteps: A Generative Approach to Global Visual
Geolocation
Paper
• 2412.06781
• Published • 23
Mitigating Geospatial Knowledge Hallucination in Large Language Models:
Benchmarking and Dynamic Factuality Aligning
Paper
• 2507.19586
• Published
Updated • 3.87k
• 7
Updated • 721
• 12
Reconstructing 4D Spatial Intelligence: A Survey
Paper
• 2507.21045
• Published • 38
EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent
Diffusion
Paper
• 2507.16535
• Published • 23
Updated • 12.1k
• 194
Updated • 768
• 24
GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization
Paper
• 2511.15705
• Published • 67
jise/simworld-20k-balanced
Viewer
• Updated • 3.31k • 91
• 9
MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation
Paper
• 2606.04513
• Published • 17
RoadBench: Benchmarking MLLMs on Fine-Grained Spatial Understanding and Reasoning under Urban Road Scenarios
Paper
• 2511.18011
• Published • 1
UrbanWell: Benchmarking Multimodal Large Language Models for Spatio-Temporal Urban Wellbeing Analytics
Paper
• 2606.15890
• Published • 1
Preview
• Updated • 11
Preview
• Updated • 1.01k
• 4
Viewer
• Updated • 50k • 291
• 18
EmbodiedCity/EmbodiedNav-Bench
Viewer
• Updated • 5.04k • 152
• 1