| 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 |
