{"total":17,"rows":[{"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":"2510.25760","title":"Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks","created":"2025-10-29","cited_by_count":33,"area":"lr"},{"id":"2601.13029","title":"Think3D: Thinking with Space for Spatial Reasoning","created":"2026-01-19","cited_by_count":24,"area":"lr"},{"id":"2510.09606","title":"SpaceVista: All-Scale Visual Spatial Reasoning from mm to km","created":"2025-10-10","cited_by_count":19,"area":"lr"},{"id":"2601.11442","title":"Map2Thought: Explicit 3D Spatial Reasoning via Metric Cognitive Maps","created":"2026-01-16","cited_by_count":8,"area":"lr"},{"id":"2511.16160","title":"Video2Layout: Recall and Reconstruct Metric-Grounded Cognitive Map for Spatial Reasoning","created":"2025-11-20","cited_by_count":4,"area":"lr"},{"id":"2603.20662","title":"Attention in Space: Functional Roles of VLM Heads for Spatial Reasoning","created":"2026-03-21","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":"2606.07433","title":"Watch, Remember, Reason: Human-View Video Understanding with MLLMs","created":"2026-06-05","cited_by_count":4,"area":"lr"},{"id":"2512.15160","title":"EagleVision: A Dual-Stage Framework with BEV-grounding-based Chain-of-Thought for Spatial Intelligence","created":"2025-12-17","cited_by_count":3,"area":"lr"},{"id":"2606.11683","title":"Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning","created":"2026-06-10","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":"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":"2607.01784","title":"SpaceEra++: A Unified Framework Towards 3D Spatial Reasoning in Video","created":"2026-07-02","cited_by_count":1,"area":"lr"},{"id":"2607.13454","title":"GeoAnchor: Collaborative Reasoning via Latent Decomposition for 3D Spatial Understanding","created":"2026-07-15","cited_by_count":1,"area":"lr"},{"id":"2610.01999","title":"From Reasoning Failures to Composable Video Spatial Intelligence","created":"2026-10-01","cited_by_count":0,"area":"lr"},{"id":"2610.02091","title":"GeoLatent: Geometry-Guided Latent Structuring with Routed Optimization for 3D Reasoning","created":"2026-10-01","cited_by_count":0,"area":"lr"}],"next_cursor":null}