Comparison between MosquitoSong+ (proposed model) and MosquitoSong (previous model) in terms of overall accuracy (ACC), macro-averaging F1-score (MF1), and per-class F1-score.

These performance metrics were computed by combining the test sets from three stratified 10-fold cross-validations, each corresponding to the application of one of the three gain factors (G): 1, 1.5, and 2. The numbers in bold indicate the highest performance metrics of all methods (excluding the first row that was evaluated with the original recorded wingbeat sounds without noise).