Table 4. Consecutive loss increase numbers (determination of p0 value).
Model | Experiment | AF | Average | |||||
---|---|---|---|---|---|---|---|---|
ReLU | ELU | SELU | Mish | SiLU | GELU | |||
VGG16 | Exp1 | 0 | 1 | 1 | 1 | 0 | 0 | 0.50 |
Exp2 | 1 | 1 | 0 | 1 | 0 | 0 | 0.50 | |
Exp3 | 0 | 1 | 1 | 1 | 0 | 1 | 0.67 | |
Overall average | 0.56 | |||||||
DenseNet121 | Exp1 | 0 | 3 | 6 | 2 | 3 | 2 | 2.67 |
Exp2 | 0 | 3 | 4 | 3 | 2 | 1 | 2.17 | |
Exp3 | 1 | 3 | 6 | 1 | 2 | 1 | 2.33 | |
Overall average | 2.39 |