{"total":17,"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":"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":"2407.01525","title":"ScanReason: Empowering 3D Visual Grounding with Reasoning Capabilities","created":"2024-07-01","cited_by_count":47,"area":"lr"},{"id":"2506.21924","title":"SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding","created":"2025-06-27","cited_by_count":12,"area":"lr"},{"id":"2507.07781","title":"SURPRISE3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes","created":"2025-07-10","cited_by_count":11,"area":"lr"},{"id":"2505.24182","title":"Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT","created":"2025-05-30","cited_by_count":6,"area":"lr"},{"id":"2508.07251","title":"Understanding Dynamic Scenes in Ego Centric 4D Point Clouds","created":"2025-08-10","cited_by_count":6,"area":"lr"},{"id":"2606.02459","title":"Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models","created":"2026-06-01","cited_by_count":3,"area":"lr"},{"id":"2602.07082","title":"MosaicThinker: On-Device Visual Spatial Reasoning for Embodied AI via Iterative Construction of Space Representation","created":"2026-02-06","cited_by_count":2,"area":"lr"},{"id":"2605.30557","title":"Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?","created":"2026-05-28","cited_by_count":2,"area":"lr"},{"id":"2602.19063","title":"Direction-aware 3D Large Multimodal Models","created":"2026-02-22","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":"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":"2604.19839","title":"Environmental Understanding Vision-Language Model for Embodied Agent","created":"2026-04-21","cited_by_count":0,"area":"lr"},{"id":"2604.21160","title":"Reinforcing 3D Understanding in Point-VLMs via Geometric Reward Credit Assignment","created":"2026-04-23","cited_by_count":0,"area":"lr"},{"id":"2605.09719","title":"Distilling 3D Spatial Reasoning into a Lightweight Vision-Language Model with CoT","created":"2026-05-10","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"}],"next_cursor":null}