We are organizing a Workshop and a Competition at IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2022. The competition is split into 4 Challenges: i) valence-arousal estimation, ii) expression classification, iii) action units detection, iv) multi-task learning. The Competition is based on Aff-Wild2 that is annotated for all these behavior tasks. More details can be found here. The competition has started!