| DeepSSN: a deep convolutional neural network to assess spatial scene similarity | Feb 7, 2022 | Data AugmentationInformation Retrieval | CodeCode Available | 0 | 5 |
| A Trajectory Calculus for Qualitative Spatial Reasoning Using Answer Set Programming | Apr 19, 2018 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models | Mar 18, 2025 | BenchmarkingSpatial Reasoning | 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 |
| Spatial Memory for Context Reasoning in Object Detection | Apr 13, 2017 | ObjectObject Detection | CodeCode Available | 0 | 5 |
| Representation Learning for Grounded Spatial Reasoning | Jul 13, 2017 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning | May 23, 2024 | Logical Reasoning Question AnsweringSpatial 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 |
| Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data | Jan 31, 2024 | BenchmarkingChange Detection | 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 |
| Neuro-symbolic Training for Reasoning over Spatial Language | Jun 19, 2024 | Spatial ReasoningTransfer Learning | CodeCode Available | 0 | 5 |
| MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation | Jan 7, 2025 | Spatial Reasoning | CodeCode Available | 0 | 5 |
| Narrowing the Gap between Vision and Action in Navigation | Aug 19, 2024 | DecoderSpatial Reasoning | CodeCode Available | 0 | 5 |
| From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task | Feb 23, 2025 | Decision MakingNavigate | CodeCode Available | 0 | 5 |
| MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models | Dec 31, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 0 | 5 |
| Neural Task Synthesis for Visual Programming | May 26, 2023 | Imitation LearningSpatial Reasoning | CodeCode Available | 0 | 5 |
| Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark | Oct 6, 2024 | Mathematical ReasoningSpatial Reasoning | CodeCode Available | 0 | 5 |
| cilantro: A Lean, Versatile, and Efficient Library for Point Cloud Data Processing | Jul 1, 2018 | ClusteringPoint Cloud Segmentation | CodeCode Available | 0 | 5 |
| Location Aware Modular Biencoder for Tourism Question Answering | Jan 4, 2024 | Question AnsweringRetrieval | CodeCode Available | 0 | 5 |
| Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors | May 30, 2025 | 3D geometryLarge Language Model | CodeCode Available | 0 | 5 |
| Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs | Apr 11, 2024 | DescriptiveHallucination | CodeCode Available | 0 | 5 |
| FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks | Feb 25, 2025 | Image GenerationLayout Generation | CodeCode Available | 0 | 5 |
| Investigating Relational State Abstraction in Collaborative MARL | Dec 19, 2024 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans | Mar 31, 2018 | Spatial ReasoningVector Graphics | CodeCode Available | 0 | 5 |
| Are LLMs the Master of All Trades? : Exploring Domain-Agnostic Reasoning Skills of LLMs | Mar 22, 2023 | AllSpatial Reasoning | CodeCode Available | 0 | 5 |
