| GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning | May 22, 2025 | AttributeImage Generation | CodeCode Available | 2 |
| SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding | May 22, 2025 | Motion EstimationQuestion Answering | CodeCode Available | 2 |
| Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities | May 10, 2025 | Spatial Reasoning | CodeCode Available | 2 |
| SORT3D: Spatial Object-centric Reasoning Toolbox for Zero-Shot 3D Grounding Using Large Language Models | Apr 25, 2025 | Spatial ReasoningText to 3D | CodeCode Available | 2 |
| InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners | Apr 19, 2025 | Action GenerationLogical Reasoning | CodeCode Available | 2 |
| Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning | Apr 17, 2025 | Multimodal ReasoningReinforcement Learning (RL) | CodeCode Available | 2 |
| SpaceR: Reinforcing MLLMs in Video Spatial Reasoning | Apr 2, 2025 | MMESpatial Reasoning | CodeCode Available | 2 |
| Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead | Mar 31, 2025 | MathSpatial Reasoning | CodeCode Available | 2 |
| From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D | Mar 29, 2025 | Spatial Reasoning | CodeCode Available | 2 |
| Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks | Mar 27, 2025 | Imitation LearningMathematical Reasoning | CodeCode Available | 2 |
