Papers with human cognitive theories
Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models (2026.acl-long)
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| Challenge: | Existing models assess spatial capabilities from a static, single-view and egocentric perspective, failing to capture the dynamic nature of real-world spatial cognition. |
| Approach: | They propose a benchmark to diagnose spatial reasoning capabilities using a 360 field of view. |
| Outcome: | The proposed benchmark evaluates allocentric and egocentric reasoning capabilities from multiple perspectives in high-quality 3D environments. |