Simple Features and Honest Calibration for Ambivalence and Hesitancy Recognition in Video

Vikas Kumar, Aditya Mishra, Haroon R. Lone

We address ambivalence and hesitancy (A/H) recognition in the ABAW 2026 BAH Challenge: given a short interview video, predict whether the person shows signs of A/H. Our system comb…