{"total":23,"rows":[{"id":"2512.10719","title":"SpaceDrive: Infusing Spatial Awareness into VLM-based Autonomous Driving","created":"2025-12-11","cited_by_count":28,"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":"2601.01984","title":"Thinking with Blueprints: Assisting Vision-Language Models in Spatial Reasoning via Structured Object Representation","created":"2026-01-05","cited_by_count":21,"area":"lr"},{"id":"2509.25916","title":"VLM-FO1: Bridging the Gap Between High-Level Reasoning and Fine-Grained Perception in VLMs","created":"2025-09-30","cited_by_count":13,"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":"2512.19683","title":"From Indoor to Open World: Revealing the Spatial Reasoning Gap in MLLMs","created":"2025-12-22","cited_by_count":12,"area":"lr"},{"id":"2603.26639","title":"Make Geometry Matter for Spatial Reasoning","created":"2026-03-27","cited_by_count":8,"area":"lr"},{"id":"2604.11789","title":"LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation","created":"2026-04-13","cited_by_count":6,"area":"lr"},{"id":"2603.22279","title":"3D-Layout-R1: Structured Reasoning for Language-Instructed Spatial Editing","created":"2026-03-23","cited_by_count":4,"area":"lr"},{"id":"2511.19261","title":"LAST: LeArning to Think in Space and Time for Generalist Vision-Language Models","created":"2025-11-24","cited_by_count":3,"area":"lr"},{"id":"2603.23023","title":"Cog3DMap: Multi-View Vision-Language Reasoning with 3D Cognitive Maps","created":"2026-03-24","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":"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":"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":"2606.17539","title":"Reinforcing Dual-Path Reasoning in Spatial Vision Language Models","created":"2026-06-16","cited_by_count":1,"area":"lr"},{"id":"2608.13226","title":"CoverPrune: Coverage-Driven Token Pruning for 3D VLMs via Optimal Transport","created":"2026-08-13","cited_by_count":1,"area":"lr"},{"id":"2606.12550","title":"Foresight: Iterative Reasoning About Clues that Matter for Navigation","created":"2026-06-10","cited_by_count":0,"area":"lr"},{"id":"2606.19253","title":"OneCanvas: 3D Scene Understanding via Panoramic Reprojection","created":"2026-06-17","cited_by_count":0,"area":"lr"},{"id":"2607.17657","title":"OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment","created":"2026-07-20","cited_by_count":0,"area":"lr"},{"id":"2608.01185","title":"3DZip: Spatial-Aware Feature Diversity-Guided Token Compression for 3D Question Answering","created":"2026-08-02","cited_by_count":0,"area":"lr"},{"id":"2609.25841","title":"Metric-Bench: Exploring In-context Spatial Metric Reasoning in VLMs for Indoor Scenes","created":"2026-09-22","cited_by_count":0,"area":"lr"},{"id":"2610.04139","title":"From Sight to Foresight: Predictive Spatial Reasoning in Vision-Language Models","created":"2026-10-02","cited_by_count":0,"area":"lr"},{"id":"2610.18694","title":"GeoReader: Learning Latent Geometry for Spatial Reasoning in Vision-Language Models","created":"2026-10-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}