ActionLens: Diagnosing Spatial-Temporal Binding Failures in Vision-Language Models.

arXiv:2609.34547v1 Announce Type: cross Abstract: Video-capable vision-language models score above 80\% on popular benchmarks yet struggle with spatial-temporal binding: associating the right action with the right person at the right moment. We introduce Actio