{"total":18,"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":"2511.15722","title":"Spatial Reasoning in Multimodal Large Language Models: A Survey of Tasks, Benchmarks and Methods","created":"2025-11-14","cited_by_count":23,"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":"2509.12132","title":"Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models","created":"2025-09-15","cited_by_count":16,"area":"lr"},{"id":"2509.25390","title":"SpinBench: Perspective and Rotation as a Lens on Spatial Reasoning in VLMs","created":"2025-09-29","cited_by_count":14,"area":"lr"},{"id":"2509.21552","title":"Learning GUI Grounding with Spatial Reasoning from Visual Feedback","created":"2025-09-25","cited_by_count":12,"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":"2512.16237","title":"Scaling Spatial Reasoning in MLLMs through Programmatic Data Synthesis","created":"2025-12-18","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":"2603.18002","title":"Loc3R-VLM: Language-based Localization and 3D Reasoning with Vision-Language Models","created":"2026-03-18","cited_by_count":2,"area":"lr"},{"id":"2510.22340","title":"DynaSolidGeo: A Dynamic Benchmark for Genuine Spatial Mathematical Reasoning of VLMs in Solid Geometry","created":"2025-10-25","cited_by_count":1,"area":"lr"},{"id":"2602.06041","title":"Predicting Camera Pose from Perspective Descriptions for Spatial Reasoning","created":"2026-02-05","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":"2603.03944","title":"SCP: Spatial Causal Prediction in Video","created":"2026-03-04","cited_by_count":0,"area":"lr"},{"id":"2606.11770","title":"SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning","created":"2026-06-10","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"}],"next_cursor":null}