| Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes | Aug 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models | Jun 21, 2024 | Spatial Reasoning | CodeCode Available | 2 | 5 |
| Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead | Mar 31, 2025 | MathSpatial Reasoning | CodeCode Available | 2 | 5 |
| NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models | Mar 17, 2025 | Question AnsweringScene Understanding | CodeCode Available | 1 | 5 |
| Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark | Jan 8, 2024 | Relation MappingSpatial Reasoning | CodeCode Available | 1 | 5 |
| On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability | Sep 30, 2024 | Decision MakingManagement | CodeCode Available | 1 | 5 |
| BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues | Oct 20, 2020 | Spatial Reasoning | CodeCode Available | 1 | 5 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents | May 26, 2025 | BenchmarkingMinecraft | CodeCode Available | 1 | 5 |
| Grounded Chain-of-Thought for Multimodal Large Language Models | Mar 17, 2025 | HallucinationSpatial Reasoning | CodeCode Available | 1 | 5 |
| Multi-scale GCN-assisted two-stage network for joint segmentation of retinal layers and disc in peripapillary OCT images | Feb 9, 2021 | DecoderMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection | Jan 1, 2021 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 | 5 |
| An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models | Nov 9, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation | May 13, 2025 | Robot ManipulationSpatial Reasoning | CodeCode Available | 1 | 5 |
| Long Range Arena: A Benchmark for Efficient Transformers | Nov 8, 2020 | 16kBenchmarking | CodeCode Available | 1 | 5 |
| A Universal Semantic-Geometric Representation for Robotic Manipulation | Jun 18, 2023 | 3D geometryRobot Manipulation | CodeCode Available | 1 | 5 |
| Geospatial Mechanistic Interpretability of Large Language Models | May 6, 2025 | Spatial Reasoning | CodeCode Available | 1 | 5 |
| Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene Understanding | Mar 16, 2025 | Autonomous DrivingRAG | CodeCode Available | 1 | 5 |
| Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models | Mar 25, 2025 | BenchmarkingImage Captioning | CodeCode Available | 1 | 5 |
| Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space | Mar 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation | Jun 11, 2025 | Spatial Reasoning | CodeCode Available | 1 | 5 |
| Knot So Simple: A Minimalistic Environment for Spatial Reasoning | May 23, 2025 | Model Predictive ControlSpatial Reasoning | CodeCode Available | 1 | 5 |
| End-to-End Egospheric Spatial Memory | Feb 15, 2021 | General Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding | Jun 19, 2024 | Question AnsweringSpatial Reasoning | CodeCode Available | 1 | 5 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
