| End-to-End Egospheric Spatial Memory | Feb 15, 2021 | General Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning | Oct 5, 2023 | NavigateSpatial Reasoning | CodeCode Available | 1 | 5 |
| Geospatial Mechanistic Interpretability of Large Language Models | May 6, 2025 | Spatial Reasoning | CodeCode Available | 1 | 5 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| TopViewRS: Vision-Language Models as Top-View Spatial Reasoners | Jun 4, 2024 | Multiple-choiceSpatial Reasoning | CodeCode Available | 1 | 5 |
| VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs | Sep 30, 2024 | EgoSchemaLanguage Modelling | CodeCode Available | 1 | 5 |
| Visual Spatial Reasoning | Apr 30, 2022 | Spatial 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 |
| From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation | May 13, 2025 | Robot ManipulationSpatial Reasoning | CodeCode Available | 1 | 5 |
| SpaceNLI: Evaluating the Consistency of Predicting Inferences in Space | Jul 5, 2023 | Natural Language InferenceNegation | CodeCode Available | 0 | 5 |
| SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models | Jun 7, 2024 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| SORNet: Spatial Object-Centric Representations for Sequential Manipulation | Sep 8, 2021 | ObjectRelation Classification | CodeCode Available | 0 | 5 |
| SPaRC: A Spatial Pathfinding Reasoning Challenge | May 22, 2025 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning | May 22, 2025 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| EgoHumans: An Egocentric 3D Multi-Human Benchmark | May 25, 2023 | 3D Pose EstimationHuman Detection | CodeCode Available | 0 | 5 |
| Representation Learning for Grounded Spatial Reasoning | Jul 13, 2017 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Show, Don't Tell: Evaluating Large Language Models Beyond Textual Understanding with ChildPlay | Jul 12, 2024 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark | Oct 6, 2024 | Mathematical ReasoningSpatial Reasoning | CodeCode Available | 0 | 5 |
| Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning | Oct 25, 2023 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding | Jul 10, 2025 | Scene UnderstandingSpatial Reasoning | CodeCode Available | 0 | 5 |
| DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text | Oct 19, 2023 | Graph Neural NetworkSpatial Reasoning | CodeCode Available | 0 | 5 |
| Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation | Sep 20, 2023 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 0 | 5 |
| 3D CoCa: Contrastive Learners are 3D Captioners | Apr 13, 2025 | 3D dense captioningCaption Generation | CodeCode Available | 0 | 5 |
| DeepSSN: a deep convolutional neural network to assess spatial scene similarity | Feb 7, 2022 | Data AugmentationInformation Retrieval | CodeCode Available | 0 | 5 |
| No Blind Spots: Full-Surround Multi-Object Tracking for Autonomous Vehicles using Cameras & LiDARs | Feb 23, 2018 | Autonomous VehiclesMulti-Object Tracking | CodeCode Available | 0 | 5 |
