| Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D Scenes | Aug 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Locality Alignment Improves Vision-Language Models | Oct 14, 2024 | Semantic SegmentationSpatial Reasoning | CodeCode Available | 2 |
| TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action | Dec 7, 2024 | Depth EstimationMathematical Reasoning | CodeCode Available | 2 |
| iVISPAR -- An Interactive Visual-Spatial Reasoning Benchmark for VLMs | Feb 5, 2025 | Spatial Reasoning | CodeCode Available | 1 |
| 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 |
| Joint Spatio-Textual Reasoning for Answering Tourism Questions | Sep 28, 2020 | Spatial Reasoning | CodeCode Available | 1 |
| BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues | Oct 20, 2020 | Spatial Reasoning | CodeCode Available | 1 |
| ING-VP: MLLMs cannot Play Easy Vision-based Games Yet | Oct 9, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| Knot So Simple: A Minimalistic Environment for Spatial Reasoning | May 23, 2025 | Model Predictive ControlSpatial Reasoning | CodeCode Available | 1 |
| An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models | Nov 9, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
