| MindJourney: Test-Time Scaling with World Models for Spatial Reasoning | Jul 16, 2025 | Spatial Reasoning | —Unverified | 0 |
| Warehouse Spatial Question Answering with LLM Agent | Jul 14, 2025 | Question AnsweringSpatial Reasoning | CodeCode Available | 1 |
| EmbRACE-3K: Embodied Reasoning and Action in Complex Environments | Jul 14, 2025 | Scene UnderstandingSpatial Reasoning | —Unverified | 0 |
| M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning | Jul 11, 2025 | Spatial Reasoning | —Unverified | 0 |
| ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way | Jul 11, 2025 | Depth EstimationHallucination | —Unverified | 0 |
| Scaling RL to Long Videos | Jul 10, 2025 | Reinforcement Learning (RL)Spatial Reasoning | —Unverified | 0 |
| OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding | Jul 10, 2025 | Scene UnderstandingSpatial Reasoning | CodeCode Available | 0 |
| A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding | Jul 9, 2025 | 3D visual groundingAutonomous Navigation | —Unverified | 0 |
| ImplicitQA: Going beyond frames towards Implicit Video Reasoning | Jun 26, 2025 | Spatial Reasoning | CodeCode Available | 0 |
| Optimising Language Models for Downstream Tasks: A Post-Training Perspective | Jun 26, 2025 | parameter-efficient fine-tuningSpatial Reasoning | —Unverified | 0 |
