Overview across datasets for the selected target, five seeds. Cell shading ranks each column on its own scale. Click a cell to select its activation and dataset for the comparison and trajectory below. Frozen FAct outlined in blue.
Point = mean, whisker = mean ± 1 sample s.d. (n = 5), open dots = the five individual seeds. The selected activation is highlighted; click any row to select it. Hover for the seed values. Frozen FAct GELU other conventional activations.
Mean validation accuracy across five seeds; shaded regions represent ±1 sample standard deviation. The selected activation is drawn with a heavier line. Select activation functions below to compare their training trajectories.