SpatialChain: A Benchmark for Auditing Spatial Reasoning Faithfulness in VLMs
cs.CV, cs.AI, cs.CL
Submitted: 2026-10-05
Updated: 2026-10-05
Code: https://github.com/spatialchain/SpatialChainBenchmark
Terminology
Sources
- Qwen3-VL Technical Report
- DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models
- Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature
- GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
- MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
- Multimodal Language Models Cannot Spot Spatial Inconsistencies
- VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning
- Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models
- CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
- SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model
- Gemini Robotics: Bringing AI into the Physical World
- InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
- InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning
- EmbodiedVSR: Dynamic Scene Graph-Guided Chain-of-Thought Reasoning for Visual Spatial Tasks
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