Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework. - Natia Kukhilava; Tatia Tsmindashvili; Raphael Kalandadze; Anchit Gupta; Sofio Katamadze; François Brémond; Laura M. Ferrari; Philipp Müller; Benedikt Emanuel Wirth (CoRR, 2025)