Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics
Paper • 2502.11859 • Published
Abstract Spatial Intelligence
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Does Spatial Cognition Emerge in Frontier Models?
Paper • 2410.06468 • Published • 2 -
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
Paper • 2506.04633 • Published • 21 -
PulseCheck457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models
Paper • 2502.08636 • Published -
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
Paper • 2506.06253 • Published • 9 -
Vision-Language-Action Models: Concepts, Progress, Applications and Challenges
Paper • 2505.04769 • Published • 10 -
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Paper • 2501.09686 • Published • 41 -
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Paper • 2506.23918 • Published • 90 -
AMFT: Aligning LLM Reasoners by Meta-Learning the Optimal Imitation-Exploration Balance
Paper • 2508.06944 • Published • 2 -
From Editor to Dense Geometry Estimator
Paper • 2509.04338 • Published • 96 -
SpatialAct: Probing Spatial Reasoning-to-Action Capabilities of VLM Agents in 3D Scenes
Paper • 2605.31148 • Published • 3