{"total":53,"rows":[{"id":"2505.23764","title":"MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence","created":"2025-05-29","cited_by_count":183,"area":"lr"},{"id":"2506.09965","title":"Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing","created":"2025-06-11","cited_by_count":136,"area":"lr"},{"id":"2505.21500","title":"ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models","created":"2025-05-27","cited_by_count":118,"area":"lr"},{"id":"2506.03135","title":"OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models","created":"2025-06-03","cited_by_count":114,"area":"lr"},{"id":"2505.23678","title":"Grounded Reinforcement Learning for Visual Reasoning","created":"2025-05-29","cited_by_count":83,"area":"lr"},{"id":"2509.06266","title":"Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes","created":"2025-09-08","cited_by_count":63,"area":"lr"},{"id":"2501.10074","title":"SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning","created":"2025-01-17","cited_by_count":62,"area":"lr"},{"id":"2505.12448","title":"SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning","created":"2025-05-18","cited_by_count":46,"area":"lr"},{"id":"2509.18905","title":"How Far are VLMs from Visual Spatial Intelligence? A Benchmark-Driven Perspective","created":"2025-09-23","cited_by_count":43,"area":"lr"},{"id":"2510.27606","title":"Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning","created":"2025-10-31","cited_by_count":41,"area":"lr"},{"id":"2508.13998","title":"Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation","created":"2025-08-19","cited_by_count":38,"area":"lr"},{"id":"2505.08548","title":"From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation","created":"2025-05-13","cited_by_count":35,"area":"lr"},{"id":"2510.07181","title":"TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics","created":"2025-10-08","cited_by_count":27,"area":"lr"},{"id":"2510.19400","title":"Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes","created":"2025-10-22","cited_by_count":20,"area":"lr"},{"id":"2510.09606","title":"SpaceVista: All-Scale Visual Spatial Reasoning from mm to km","created":"2025-10-10","cited_by_count":19,"area":"lr"},{"id":"2606.13673","title":"SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning","created":"2026-06-11","cited_by_count":17,"area":"lr"},{"id":"2603.00905","title":"pySpatial: Generating 3D Visual Programs for Zero-Shot Spatial Reasoning","created":"2026-03-01","cited_by_count":14,"area":"lr"},{"id":"2510.16714","title":"SceneCOT: Eliciting Grounded Chain-of-Thought Reasoning in 3D Scenes","created":"2025-10-19","cited_by_count":8,"area":"lr"},{"id":"2511.18450","title":"ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints","created":"2025-11-23","cited_by_count":7,"area":"lr"},{"id":"2603.05591","title":"Thinking with Spatial Code for Physical-World Video Reasoning","created":"2026-03-05","cited_by_count":7,"area":"lr"},{"id":"2606.11324","title":"Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models","created":"2026-06-09","cited_by_count":6,"area":"lr"},{"id":"2511.17384","title":"IndustryNav: Exploring Spatial Reasoning of Embodied Agents in Dynamic Industrial Navigation","created":"2025-11-21","cited_by_count":5,"area":"lr"},{"id":"2511.20644","title":"Vision-Language Memory for Spatial Reasoning","created":"2025-11-25","cited_by_count":5,"area":"lr"},{"id":"2604.14144","title":"SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments","created":"2026-04-15","cited_by_count":5,"area":"lr"},{"id":"2510.03896","title":"GAE: Unleashing Physical Potential of VLM with Generalizable Action Expert","created":"2025-10-04","cited_by_count":4,"area":"lr"},{"id":"2510.21111","title":"PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments","created":"2025-10-24","cited_by_count":4,"area":"lr"},{"id":"2512.08889","title":"No Labels, No Problem: Training Visual Reasoners with Multimodal Verifiers","created":"2025-12-09","cited_by_count":4,"area":"lr"},{"id":"2511.19119","title":"MonoSR: Open-Vocabulary Spatial Reasoning from Monocular Images","created":"2025-11-24","cited_by_count":3,"area":"lr"},{"id":"2602.05570","title":"TangramSR: Can Vision-Language Models Reason in Continuous Geometric Space?","created":"2026-02-05","cited_by_count":3,"area":"lr"},{"id":"2602.08735","title":"From Correspondence to Actions: Human-Like Multi-Image Spatial Reasoning in Multi-modal Large Language Models","created":"2026-02-09","cited_by_count":3,"area":"lr"},{"id":"2603.25411","title":"HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models","created":"2026-03-26","cited_by_count":3,"area":"lr"},{"id":"2605.30161","title":"Why Far Looks Up: Probing Spatial Representation in Vision-Language Models","created":"2026-05-28","cited_by_count":3,"area":"lr"},{"id":"2601.22228","title":"Lost in Space? Vision-Language Models Struggle with Relative Camera Pose Estimation","created":"2026-01-29","cited_by_count":2,"area":"lr"},{"id":"2604.08539","title":"OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks","created":"2026-04-09","cited_by_count":2,"area":"lr"},{"id":"2605.10485","title":"VEGA: Visual Encoder Grounding Alignment for Spatially-Aware Vision-Language-Action Models","created":"2026-05-11","cited_by_count":2,"area":"lr"},{"id":"2509.02175","title":"Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks","created":"2025-09-02","cited_by_count":1,"area":"lr"},{"id":"2511.23186","title":"Obstruction reasoning for robotic grasping","created":"2025-11-28","cited_by_count":1,"area":"lr"},{"id":"2603.04976","title":"3D-RFT: Reinforcement Fine-Tuning for Video-based 3D Scene Understanding","created":"2026-03-05","cited_by_count":1,"area":"lr"},{"id":"2603.12545","title":"Spatial Reasoning is Not a Free Lunch: A Controlled Study on LLaVA","created":"2026-03-13","cited_by_count":1,"area":"lr"},{"id":"2603.13433","title":"Spatially Grounded Long-Horizon Task Planning in the Wild","created":"2026-03-13","cited_by_count":1,"area":"lr"},{"id":"2606.29915","title":"H-GRPO: Permutation-Invariant Reinforcement Learning for Grounded Visual Reasoning","created":"2026-06-29","cited_by_count":1,"area":"lr"},{"id":"2606.31285","title":"Spatial Reasoning via Modality Switching Between Language and Symbolic Representations","created":"2026-06-30","cited_by_count":1,"area":"lr"},{"id":"2607.01784","title":"SpaceEra++: A Unified Framework Towards 3D Spatial Reasoning in Video","created":"2026-07-02","cited_by_count":1,"area":"lr"},{"id":"2608.01709","title":"SpatialQuery: Benchmarking Geometry-Grounded Multi-Instance Spatial Reasoning in Vision-Language Models","created":"2026-08-03","cited_by_count":1,"area":"lr"},{"id":"2608.01755","title":"Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs","created":"2026-08-03","cited_by_count":1,"area":"lr"},{"id":"2601.20208","title":"TRACER: Texture-Robust Affordance Chain-of-Thought for Deformable-Object Refinement","created":"2026-01-28","cited_by_count":0,"area":"lr"},{"id":"2603.03944","title":"SCP: Spatial Causal Prediction in Video","created":"2026-03-04","cited_by_count":0,"area":"lr"},{"id":"2605.11462","title":"SpatialForge: Bootstrapping 3D-Aware Spatial Reasoning from Open-World 2D Images","created":"2026-05-12","cited_by_count":0,"area":"lr"},{"id":"2606.03577","title":"Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching","created":"2026-06-02","cited_by_count":0,"area":"lr"},{"id":"2606.15753","title":"RoboPIN: Grounded Embodied Reasoning via Pinned Chain-of-Thought","created":"2026-06-14","cited_by_count":0,"area":"lr"},{"id":"2609.38716","title":"SpatialCORE: Confidence-Aware Grounded Spatial Reasoning in Large Vision--Language Models","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2610.19108","title":"Towards a Data-Centric Understanding of Spatial Reasoning in Multimodal Large Language Models","created":"2026-10-13","cited_by_count":0,"area":"lr"},{"id":"2610.20312","title":"Reflect After Failure: Brain-Inspired Self-Evolving Agents for Embodied Spatial Intelligence","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}