| Leveraging LLMs for Mission Planning in Precision Agriculture | Jun 11, 2025 | Spatial Reasoning | —Unverified | 0 |
| A Multi-Modal Spatial Risk Framework for EV Charging Infrastructure Using Remote Sensing | Jun 10, 2025 | Spatial Reasoning | —Unverified | 0 |
| PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly | Jun 10, 2025 | Question AnsweringScene Understanding | —Unverified | 0 |
| Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning | Jun 5, 2025 | In-Context LearningIndoor Scene Synthesis | —Unverified | 0 |
| From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes | Jun 5, 2025 | 3D visual groundingObject | —Unverified | 0 |
| SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing | Jun 4, 2025 | Spatial Reasoning | —Unverified | 0 |
| RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics | Jun 4, 2025 | Spatial Reasoning | —Unverified | 0 |
| ReSpace: Text-Driven 3D Scene Synthesis and Editing with Preference Alignment | Jun 3, 2025 | Indoor Scene SynthesisObject | —Unverified | 0 |
| OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models | Jun 3, 2025 | Object CountingSpatial Reasoning | —Unverified | 0 |
| In-the-wild Audio Spatialization with Flexible Text-guided Localization | Jun 1, 2025 | Spatial Reasoning | CodeCode Available | 0 |
| Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors | May 30, 2025 | 3D geometryLarge Language Model | CodeCode Available | 0 |
| Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces | May 30, 2025 | Spatial Reasoning | —Unverified | 0 |
| Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames | May 30, 2025 | ObjectSpatial Reasoning | —Unverified | 0 |
| Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence | May 29, 2025 | Spatial Reasoning | —Unverified | 0 |
| Grounded Reinforcement Learning for Visual Reasoning | May 29, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence | May 29, 2025 | Multiple-choiceSpatial Reasoning | —Unverified | 0 |
| VLM Can Be a Good Assistant: Enhancing Embodied Visual Tracking with Self-Improving Vision-Language Models | May 27, 2025 | Spatial ReasoningVisual Tracking | —Unverified | 0 |
| Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models | May 27, 2025 | DiagnosticSpatial Reasoning | —Unverified | 0 |
| Agentic 3D Scene Generation with Spatially Contextualized VLMs | May 26, 2025 | Multimodal ReasoningScene Generation | —Unverified | 0 |
| ViTaPEs: Visuotactile Position Encodings for Cross-Modal Alignment in Multimodal Transformers | May 26, 2025 | cross-modal alignmentPosition | —Unverified | 0 |
| MEBench: A Novel Benchmark for Understanding Mutual Exclusivity Bias in Vision-Language Models | May 26, 2025 | Spatial Reasoning | —Unverified | 0 |
| Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps | May 24, 2025 | Scene UnderstandingSpatial Reasoning | —Unverified | 0 |
| Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery | May 23, 2025 | 3D ReconstructionHand Pose Estimation | —Unverified | 0 |
| U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding | May 23, 2025 | BenchmarkingSpatial Reasoning | —Unverified | 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 |