| iVISPAR -- An Interactive Visual-Spatial Reasoning Benchmark for VLMs | Feb 5, 2025 | Spatial Reasoning | CodeCode Available | 1 |
| HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation | Jan 16, 2025 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models | Nov 9, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting | Oct 23, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
| Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities | Oct 22, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| ING-VP: MLLMs cannot Play Easy Vision-based Games Yet | Oct 9, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability | Sep 30, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| OpenKD: Opening Prompt Diversity for Zero- and Few-shot Keypoint Detection | Sep 30, 2024 | DiversityKeypoint Detection | CodeCode Available | 1 |
| VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs | Sep 30, 2024 | EgoSchemaLanguage Modelling | CodeCode Available | 1 |
| Learning Action and Reasoning-Centric Image Editing from Videos and Simulations | Jul 3, 2024 | AttributeSpatial Reasoning | CodeCode Available | 1 |
