GIF Videos Ground truth (SentiPair) Yellow dog, run dog Shy cat, spread_over face One boy, laugh boy Lovely girl, pull_a_face face Happy face, sing song Angry face, throw notebook ANP prediction Little dog Lovely girl One boy Beautiful girl Happy man Sad man SentiPair prediction Little dog, run dog Lovely girl, Laugh girl One boy, smile boy Beautiful girl, smile girl Happy man, sing man Sad man, hit man Ground truth (Sentiment) Neutral Positive Positive Positive Positive Negative Sentiment prediction (ANP only) Neutral Positive Neutral Positive Positive Negative Sentiment prediction (SentiPair) Neutral Positive Positive Positive Positive Negative GIF videos Ground truth (SentiPair) Cute snail, gallop snail Injured man, weep boy Some people, walk man Dance girl, dark house Fall man, skate man Fly bird, move curtain ANP prediction Cute dog Scared boy Young people Tearful face Cool man Lovely kid SentiPair prediction Cute dog, run dog Scared boy, cry boy Young people, walk man Tearful face, dance girl Cool man, walk man Lovely kid, dance kid Ground truth (Sentiment) Positive Negative Neutral Positive Positive Neutral Sentiment prediction (ANP only) Positive Negative Positive Negative Positive Positive Sentiment prediction (SentiPair) Positive Negative Positive Positive Positive Positive