| Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions | Feb 4, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Exploring Spatial Language Grounding Through Referring Expressions | Feb 4, 2025 | Image CaptioningNegation | —Unverified | 0 |
| VL-Nav: Real-time Vision-Language Navigation with Spatial Reasoning | Feb 2, 2025 | Spatial ReasoningVision-Language Navigation | —Unverified | 0 |
| RLS3: RL-Based Synthetic Sample Selection to Enhance Spatial Reasoning in Vision-Language Models for Indoor Autonomous Perception | Jan 31, 2025 | Reinforcement Learning (RL)Spatial Reasoning | —Unverified | 0 |
| 3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow | Jan 28, 2025 | Instruction FollowingMixture-of-Experts | —Unverified | 0 |
| Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization | Jan 21, 2025 | Combinatorial OptimizationSequential Decision Making | —Unverified | 0 |
| SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning | Jan 17, 2025 | Spatial ReasoningTask Planning | —Unverified | 0 |
| HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation | Jan 16, 2025 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Embodied Scene Understanding for Vision Language Models via MetaVQA | Jan 15, 2025 | Decision MakingQuestion Answering | —Unverified | 0 |
| Imagine while Reasoning in Space: Multimodal Visualization-of-Thought | Jan 13, 2025 | Spatial Reasoning | CodeCode Available | 2 |
