| Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery | May 23, 2025 | 3D ReconstructionHand Pose Estimation | —Unverified | 0 |
| Knot So Simple: A Minimalistic Environment for Spatial Reasoning | May 23, 2025 | Model Predictive ControlSpatial Reasoning | CodeCode Available | 1 |
| DetailMaster: Can Your Text-to-Image Model Handle Long Prompts? | May 22, 2025 | AttributeSpatial Reasoning | CodeCode Available | 0 |
| Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning | May 22, 2025 | Spatial Reasoning | CodeCode Available | 0 |
| MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation | May 22, 2025 | Motion GenerationObject | —Unverified | 0 |
| SPaRC: A Spatial Pathfinding Reasoning Challenge | May 22, 2025 | Spatial Reasoning | CodeCode Available | 0 |
| VLM-R^3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought | May 22, 2025 | Spatial Reasoning | —Unverified | 0 |
| MMMR: Benchmarking Massive Multi-Modal Reasoning Tasks | May 22, 2025 | BenchmarkingSpatial Reasoning | —Unverified | 0 |
| SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding | May 22, 2025 | Motion EstimationQuestion Answering | CodeCode Available | 2 |
| CoNav: Collaborative Cross-Modal Reasoning for Embodied Navigation | May 22, 2025 | Scene UnderstandingSpatial Reasoning | CodeCode Available | 1 |
| SEM: Enhancing Spatial Understanding for Robust Robot Manipulation | May 22, 2025 | 3D geometryRobot Manipulation | —Unverified | 0 |
| GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning | May 22, 2025 | AttributeImage Generation | CodeCode Available | 2 |
| SPhyR: Spatial-Physical Reasoning Benchmark on Material Distribution | May 21, 2025 | Spatial Reasoning | CodeCode Available | 0 |
| STAR-R1: Spacial TrAnsformation Reasoning by Reinforcing Multimodal LLMs | May 21, 2025 | Efficient ExplorationReinforcement Learning (RL) | CodeCode Available | 0 |
| ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search | May 21, 2025 | Spatial Reasoning | —Unverified | 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 |
| Visuospatial Cognitive Assistant | 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 |
| Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind | May 18, 2025 | BenchmarkingScene Understanding | —Unverified | 0 |
| Towards Visuospatial Cognition via Hierarchical Fusion of Visual Experts | May 18, 2025 | Spatial Reasoning | CodeCode Available | 1 |
| Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning? | May 17, 2025 | HallucinationObject Counting | —Unverified | 0 |
| PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging | May 17, 2025 | Image SegmentationLanguage Modeling | —Unverified | 0 |
| A Light and Smart Wearable Platform with Multimodal Foundation Model for Enhanced Spatial Reasoning in People with Blindness and Low Vision | May 16, 2025 | Large Language ModelNavigate | —Unverified | 0 |
