Are Visual-Language Models Effective in Action Recognition? A Comparative Study

Mahmoud Ali, Di Yang, François Brémond

Current vision-language foundation models, such as CLIP, have recently shown significant improvement in performance across various downstream tasks. However, whether such foundatio…