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The four best AFs are reported (TopXr means X-th position in the rank among the AFs).
| Topology | MI | Top1r | Top2r | Top3r | Top4r |
|---|---|---|---|---|---|
| ResNet50 | 1 | MeLU + GaLU | SRS | PDELU | Soft Learnable v2 |
| ResNet50 | 255 | MeLU (k = 8) | Splash | MeLU (k = 4) | 2D MeLU |
| VGG16 | 1 | SReLU | MeLU + GaLU | MeLU (k = 4) | ReLU |
| VGG16 | 255 | GaLU | MeLU (k = 4) | SReLU | APLU |
