Q: "Two fighters facing off in a boxing ring with a crowd watching." Does this mean that "An empty stadium."?
A: no

Q: "The fisherman paddles in his to a new spot." Does this mean that "The fisherman propels his craft."?
A: yes

Q: "A man stands close to a crowd of people holding a card." Does this mean that "A man is standing near a crowd of people."?
A: yes

Q: "Two teenage boys walking on the street." Does this mean that "Two girls are running."?
A:
no