Unlike images, actions in videos are also inherently linked to social aspects such as intentions (why the action is taking place), effects (what changes due to the action), and attributes that describe the agent.
for video understanding, such as when captioning videos or when answering questions about videos, one must have an understanding of these commonsense aspects.