{"total":34,"rows":[{"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":"2512.23703","title":"Robo-Dopamine: General Process Reward Modeling for High-Precision Robotic Manipulation","created":"2025-12-29","cited_by_count":40,"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":"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":"2511.22659","title":"Geometrically-Constrained Agent for Spatial Reasoning","created":"2025-11-27","cited_by_count":26,"area":"lr"},{"id":"2601.13029","title":"Think3D: Thinking with Space for Spatial Reasoning","created":"2026-01-19","cited_by_count":24,"area":"lr"},{"id":"2510.11027","title":"Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning","created":"2025-10-13","cited_by_count":23,"area":"lr"},{"id":"2512.04069","title":"SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL","created":"2025-12-03","cited_by_count":21,"area":"lr"},{"id":"2511.15669","title":"DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models","created":"2025-10-31","cited_by_count":18,"area":"lr"},{"id":"2509.24473","title":"Euclid's Gift: Enhancing Spatial Perception and Reasoning in Vision-Language Models via Geometric Surrogate Tasks","created":"2025-09-29","cited_by_count":13,"area":"lr"},{"id":"2508.04043","title":"VisualTrans: A Benchmark for Real-World Visual Transformation Reasoning","created":"2025-08-06","cited_by_count":12,"area":"lr"},{"id":"2512.13660","title":"Towards Spatial Trace with Reasoning in Vision-Language Models for Robotics","created":"2025-12-15","cited_by_count":12,"area":"lr"},{"id":"2511.13269","title":"Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation","created":"2025-11-17","cited_by_count":10,"area":"lr"},{"id":"2512.08580","title":"Mind to Hand: Purposeful Robotic Control via Embodied Reasoning","created":"2025-12-09","cited_by_count":8,"area":"lr"},{"id":"2510.00483","title":"MathSticks: A Benchmark for Visual Symbolic Compositional Reasoning with Matchstick Puzzles","created":"2025-10-01","cited_by_count":5,"area":"lr"},{"id":"2602.05789","title":"Allocentric Perceiver: Disentangling Allocentric Reasoning from Egocentric Visual Priors via Frame Instantiation","created":"2026-02-05","cited_by_count":5,"area":"lr"},{"id":"2606.06476","title":"Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators","created":"2026-06-04","cited_by_count":5,"area":"lr"},{"id":"2606.20905","title":"Vesta: A Generalist Embodied Reasoning Model","created":"2026-06-18","cited_by_count":5,"area":"lr"},{"id":"2509.09332","title":"OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning","created":"2025-09-11","cited_by_count":4,"area":"lr"},{"id":"2603.23864","title":"See, Remember, Explore: A Benchmark and Baselines for Streaming Spatial Reasoning","created":"2026-03-25","cited_by_count":4,"area":"lr"},{"id":"2603.11987","title":"LABSHIELD: A Multimodal Benchmark for Safety-Critical Reasoning and Planning in Scientific Laboratories","created":"2026-03-12","cited_by_count":3,"area":"lr"},{"id":"2603.13033","title":"ESPIRE: A Diagnostic Benchmark for Embodied Spatial Reasoning of Vision-Language Models","created":"2026-03-13","cited_by_count":3,"area":"lr"},{"id":"2603.16506","title":"VIEW2SPACE: Studying Multi-View Visual Reasoning from Sparse Observations","created":"2026-03-17","cited_by_count":3,"area":"lr"},{"id":"2603.21341","title":"RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models","created":"2026-03-22","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":"2606.01810","title":"Planning Takes More Than Token Prediction: Causal Plan for Benchmarking and Building Physically Grounded Embodied Reasoners","created":"2026-06-01","cited_by_count":3,"area":"lr"},{"id":"2510.24161","title":"BLM$_1$: A Boundless Large Model for Cross-Space, Cross-Task, and Cross-Embodiment Learning","created":"2025-10-28","cited_by_count":2,"area":"lr"},{"id":"2604.08983","title":"AssemLM: A Spatial Reasoning Multimodal Large Language Model for Robotic Assembly","created":"2026-04-10","cited_by_count":2,"area":"lr"},{"id":"2607.00881","title":"OmniView-Space: Reinforcing Spatial Reasoning via Multi-Perspective Spatial Mapping","created":"2026-07-01","cited_by_count":2,"area":"lr"},{"id":"2601.21199","title":"Thinker: A vision-language foundation model for embodied intelligence","created":"2026-01-29","cited_by_count":1,"area":"lr"},{"id":"2603.21577","title":"Mind over Space: Can Multimodal Large Language Models Mentally Navigate?","created":"2026-03-23","cited_by_count":1,"area":"lr"},{"id":"2606.07436","title":"Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning","created":"2026-06-05","cited_by_count":1,"area":"lr"},{"id":"2605.25802","title":"Rethinking VLM Representation for VLA Initialization","created":"2026-05-25","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"}],"next_cursor":null}