| WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences | Jun 16, 2024 | BenchmarkingSpatial Reasoning | —Unverified | 0 | 0 |
| World-aware Planning Narratives Enhance Large Vision-Language Model Planner | Jun 26, 2025 | Imitation LearningLanguage Modeling | —Unverified | 0 | 0 |
| Perturbed State Space Feature Encoders for Optical Flow with Event Cameras | Apr 14, 2025 | Event-based Optical FlowOptical Flow Estimation | —Unverified | 0 | 0 |
| REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models | Aug 5, 2024 | Question AnsweringSpatial Reasoning | —Unverified | 0 | 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 | 0 |
| Leveraging LLMs for Mission Planning in Precision Agriculture | Jun 11, 2025 | Spatial Reasoning | —Unverified | 0 | 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 | 0 |
| 3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark | Dec 10, 2024 | Autonomous NavigationSpatial Reasoning | —Unverified | 0 | 0 |
| A Call for New Recipes to Enhance Spatial Reasoning in MLLMs | Apr 21, 2025 | Spatial Reasoning | —Unverified | 0 | 0 |
| ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching | Sep 6, 2024 | Action GenerationSpatial Reasoning | —Unverified | 0 | 0 |
| Space-LLaVA: a Vision-Language Model Adapted to Extraterrestrial Applications | Aug 12, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 | 0 |
| A dual contrastive framework | Dec 13, 2024 | Contrastive LearningDecoder | —Unverified | 0 | 0 |
| Advancing Egocentric Video Question Answering with Multimodal Large Language Models | Apr 6, 2025 | Object RecognitionQuestion Answering | —Unverified | 0 | 0 |
| AerialVG: A Challenging Benchmark for Aerial Visual Grounding by Exploring Positional Relations | Apr 10, 2025 | Spatial ReasoningVisual Grounding | —Unverified | 0 | 0 |
| Aerial Vision-and-Language Navigation via Semantic-Topo-Metric Representation Guided LLM Reasoning | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| AeroVerse: UAV-Agent Benchmark Suite for Simulating, Pre-training, Finetuning, and Evaluating Aerospace Embodied World Models | Aug 28, 2024 | Spatial ReasoningTask Planning | —Unverified | 0 | 0 |
| Aether: Geometric-Aware Unified World Modeling | Mar 24, 2025 | Dynamic ReconstructionPrediction | —Unverified | 0 | 0 |
| Agentic 3D Scene Generation with Spatially Contextualized VLMs | May 26, 2025 | Multimodal ReasoningScene Generation | —Unverified | 0 | 0 |
| AI's Spatial Intelligence: Evaluating AI's Understanding of Spatial Transformations in PSVT:R and Augmented Reality | Nov 9, 2024 | Spatial Reasoning | —Unverified | 0 | 0 |
| A LLM Benchmark based on the Minecraft Builder Dialog Agent Task | Jul 17, 2024 | MathMinecraft | —Unverified | 0 | 0 |
| AlphaSpace: Enabling Robotic Actions through Semantic Tokenization and Symbolic Reasoning | Mar 24, 2025 | Spatial Reasoning | —Unverified | 0 | 0 |
| A Multi-Modal Spatial Risk Framework for EV Charging Infrastructure Using Remote Sensing | Jun 10, 2025 | Spatial Reasoning | —Unverified | 0 | 0 |
| An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning | Mar 7, 2025 | Conformal PredictionLanguage Modelling | —Unverified | 0 | 0 |
| A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding | Jul 9, 2025 | 3D visual groundingAutonomous Navigation | —Unverified | 0 | 0 |
| An Evaluation of ChatGPT-4's Qualitative Spatial Reasoning Capabilities in RCC-8 | Sep 27, 2023 | Spatial Reasoning | —Unverified | 0 | 0 |
| A Pilot Evaluation of ChatGPT and DALL-E 2 on Decision Making and Spatial Reasoning | Feb 15, 2023 | Decision MakingSpatial Reasoning | —Unverified | 0 | 0 |
| Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs | Nov 27, 2024 | Logical ReasoningSemantic Parsing | —Unverified | 0 | 0 |
| Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting | Nov 14, 2024 | Depth EstimationImage Inpainting | —Unverified | 0 | 0 |
| Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning? | May 17, 2025 | HallucinationObject Counting | —Unverified | 0 | 0 |
| A Review of 3D Object Detection with Vision-Language Models | Apr 25, 2025 | 3D Object DetectionObject | —Unverified | 0 | 0 |
| A Schema-Guided Reason-while-Retrieve framework for Reasoning on Scene Graphs with Large-Language-Models (LLMs) | Feb 5, 2025 | HallucinationSpatial Reasoning | —Unverified | 0 | 0 |
| A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings | Apr 17, 2021 | NavigateSpatial Reasoning | —Unverified | 0 | 0 |
| A Solver-Aided Hierarchical Language for LLM-Driven CAD Design | Feb 13, 2025 | Spatial Reasoning | —Unverified | 0 | 0 |
| ASPMT(QS): Non-Monotonic Spatial Reasoning with Answer Set Programming Modulo Theories | Jun 16, 2015 | Spatial Reasoning | —Unverified | 0 | 0 |
| A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks World | Nov 6, 2019 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 | 0 |
| A Surprising Failure? Multimodal LLMs and the NLVR Challenge | Feb 26, 2024 | SentenceSpatial Reasoning | —Unverified | 0 | 0 |
| A Survey for Foundation Models in Autonomous Driving | Feb 2, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science | Apr 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| A Symbolic Representation of Human Posture for Interpretable Learning and Reasoning | Oct 17, 2022 | Activity RecognitionSpatial Reasoning | —Unverified | 0 | 0 |
| Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games | Aug 28, 2024 | Atari GamesBenchmarking | —Unverified | 0 | 0 |
| AuxDepthNet: Real-Time Monocular 3D Object Detection with Depth-Sensitive Features | Jan 7, 2025 | 3D Object DetectionComputational Efficiency | —Unverified | 0 | 0 |
| A Vision Centric Remote Sensing Benchmark | Mar 20, 2025 | Question AnsweringRepresentation Learning | —Unverified | 0 | 0 |
| BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games | Nov 20, 2024 | BenchmarkingNetHack | —Unverified | 0 | 0 |
| Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis | May 1, 2024 | Image CaptioningQuestion Answering | —Unverified | 0 | 0 |
| Beyond Recognition: Evaluating Visual Perspective Taking in Vision Language Models | May 3, 2025 | DiagnosticObject Recognition | —Unverified | 0 | 0 |
| Beyond Semantics: Rediscovering Spatial Awareness in Vision-Language Models | Mar 21, 2025 | DiagnosticObject Recognition | —Unverified | 0 | 0 |
| Beyond the Hype: A dispassionate look at vision-language models in medical scenario | Aug 16, 2024 | Question AnsweringSpatial Reasoning | —Unverified | 0 | 0 |
| Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios | Mar 10, 2025 | Image RestorationImage Super-Resolution | —Unverified | 0 | 0 |
| Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization | Jan 21, 2025 | Combinatorial OptimizationSequential Decision Making | —Unverified | 0 | 0 |
| ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way | Jul 11, 2025 | Depth EstimationHallucination | —Unverified | 0 | 0 |