A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science Paper • 2504.09848 • Published Apr 14, 2025 • 1
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 16 days ago • 205
UrbanWell: Benchmarking Multimodal Large Language Models for Spatio-Temporal Urban Wellbeing Analytics Paper • 2606.15890 • Published Jun 14 • 1
RoadBench: Benchmarking MLLMs on Fine-Grained Spatial Understanding and Reasoning under Urban Road Scenarios Paper • 2511.18011 • Published Nov 22, 2025 • 1
SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks Paper • 2606.09669 • Published Jun 8 • 47
Imagination Helps Visual Reasoning, But Not Yet in Latent Space Paper • 2602.22766 • Published Feb 26 • 45
AgenticDataBench: A Comprehensive Benchmark for Data Agents Paper • 2607.01647 • Published 30 days ago • 37