| VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions | Mar 11, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition | Aug 7, 2019 | BenchmarkingRelation | CodeCode Available | 1 |
| Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments | Nov 29, 2018 | PositionSpatial Reasoning | CodeCode Available | 1 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 |
| MindJourney: Test-Time Scaling with World Models for Spatial Reasoning | Jul 16, 2025 | Spatial Reasoning | —Unverified | 0 |
| EmbRACE-3K: Embodied Reasoning and Action in Complex Environments | Jul 14, 2025 | Scene UnderstandingSpatial Reasoning | —Unverified | 0 |
| ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way | Jul 11, 2025 | Depth EstimationHallucination | —Unverified | 0 |
| M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning | Jul 11, 2025 | 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 |
| Scaling RL to Long Videos | Jul 10, 2025 | Reinforcement Learning (RL)Spatial Reasoning | —Unverified | 0 |
