Premise: Women in pink dress with white polka dots standing on stone base shoo-shes those in view.

Hypothesis: The women is wearing a yellow dress with polka dots.
no

Premise: A group of friends are enjoying there time together.

Hypothesis: A group of friends is bored while watching a bad movie.
no

Premise: Two martial artists in black and white robes duel before judges and spectators.

Hypothesis: Two people are competing against one another.
it is not possible to tell

Premise: Two men, one without a shirt, are looking at bags of fish hanging from a rack.

Hypothesis: the men are looking at girls dancing
no