| SEM: Enhancing Spatial Understanding for Robust Robot Manipulation | May 22, 2025 | 3D geometryRobot Manipulation | —Unverified | 0 |
| SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding | May 22, 2025 | Motion EstimationQuestion Answering | CodeCode Available | 2 |
| SPhyR: Spatial-Physical Reasoning Benchmark on Material Distribution | May 21, 2025 | Spatial Reasoning | CodeCode Available | 0 |
| ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search | May 21, 2025 | Spatial Reasoning | —Unverified | 0 |
| STAR-R1: Spacial TrAnsformation Reasoning by Reinforcing Multimodal LLMs | May 21, 2025 | Efficient ExplorationReinforcement Learning (RL) | CodeCode Available | 0 |
| From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning | May 20, 2025 | Spatial Reasoning | —Unverified | 0 |
| Towards Embodied Cognition in Robots via Spatially Grounded Synthetic Worlds | May 20, 2025 | Spatial Reasoning | —Unverified | 0 |
| Incentivizing Multimodal Reasoning in Large Models for Direct Robot Manipulation | May 19, 2025 | Multimodal ReasoningRobot Manipulation | —Unverified | 0 |
| Towards Visuospatial Cognition via Hierarchical Fusion of Visual Experts | May 18, 2025 | Spatial Reasoning | CodeCode Available | 1 |
| SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning | May 18, 2025 | Knowledge DistillationSpatial Reasoning | —Unverified | 0 |
