Table 1.

Single Model Performance: Comparing performance between InceptionNetwork and EEGNet in sex prediction from EEG data

Model name	Per epoch	Per subject	AUC
EEGNet	88.3 ± 1.5	90.5 ± 1.6	0.938 ± 0.01
InceptionN.	88.0 ± 1.6	90.7 ± 2.4	0.947 ± 0.01

Mean accuracy accompanied by a 95% confidence interval. It also provides a detailed analysis of per-subject and per-epoch accuracy, as well as the area under the curve (AUC) to assess the overall performance of each model