There is a self-supervised learning framework to realize EEG-based emotion classification on DEAP and SEED dataset. Article title： Self-supervised Group Meiosis Contrastive Learning for EEG-Based Emotion Recognition Article link： https://arxiv.org/abs/2208.00877