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

Gueter Josmy Faure, Min-Hung Chen, Hao Ping Wang +3

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 ri…