Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency

Guanyu Hu, Dimitrios Kollias, Eleni Papadopoulou +3

Evaluating affect analysis methods presents challenges due to inconsistencies in database partitioning and evaluation protocols, leading to unfair and biased results. Previous stud…