| A dual contrastive framework | Dec 13, 2024 | Contrastive LearningDecoder | —Unverified | 0 |
| Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning | Dec 12, 2024 | Geometry Problem SolvingIn-Context Learning | —Unverified | 0 |
| VisionArena: 230K Real World User-VLM Conversations with Preference Labels | Dec 11, 2024 | ChatbotSpatial Reasoning | —Unverified | 0 |
| 3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark | Dec 10, 2024 | Autonomous NavigationSpatial Reasoning | —Unverified | 0 |
| VideoSAVi: Self-Aligned Video Language Models without Human Supervision | Dec 1, 2024 | EgoSchemaMVBench | —Unverified | 0 |
| Can Large Language Models Reason about the Region Connection Calculus? | Nov 29, 2024 | Spatial Reasoning | CodeCode Available | 0 |
| Grid-augmented vision: A simple yet effective approach for enhanced spatial understanding in multi-modal agents | Nov 27, 2024 | Autonomous NavigationObject Recognition | CodeCode Available | 0 |
| Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs | Nov 27, 2024 | Logical ReasoningSemantic Parsing | —Unverified | 0 |
| APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents | Nov 26, 2024 | Few-Shot LearningLarge Language Model | CodeCode Available | 0 |
| RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics | Nov 25, 2024 | Robot ManipulationScene Understanding | —Unverified | 0 |
| TopV-Nav: Unlocking the Top-View Spatial Reasoning Potential of MLLM for Zero-shot Object Navigation | Nov 25, 2024 | Spatial Reasoning | —Unverified | 0 |
| BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games | Nov 20, 2024 | BenchmarkingNetHack | —Unverified | 0 |
| Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning | Nov 15, 2024 | DescriptiveObject | —Unverified | 0 |
| Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting | Nov 14, 2024 | Depth EstimationImage Inpainting | —Unverified | 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 |
| GPT-4o System Card | Oct 25, 2024 | Multiple-choiceSpatial Reasoning | —Unverified | 0 |
| Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction | Oct 24, 2024 | Novel View SynthesisPose Estimation | —Unverified | 0 |
| Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning | Oct 24, 2024 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning | Oct 21, 2024 | Spatial ReasoningSynthetic Data Generation | —Unverified | 0 |
| Aerial Vision-and-Language Navigation via Semantic-Topo-Metric Representation Guided LLM Reasoning | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Testing GPT-4-o1-preview on math and science problems: A follow-up study | Oct 11, 2024 | MathSpatial Reasoning | —Unverified | 0 |
| Structured Spatial Reasoning with Open Vocabulary Object Detectors | Oct 9, 2024 | ObjectObject Rearrangement | —Unverified | 0 |
| Evaluation of Code LLMs on Geospatial Code Generation | Oct 6, 2024 | Code GenerationSpatial Reasoning | CodeCode Available | 0 |
| Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark | Oct 6, 2024 | Mathematical ReasoningSpatial Reasoning | CodeCode Available | 0 |
| SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models | Oct 4, 2024 | Scene UnderstandingSpatial Reasoning | —Unverified | 0 |