Table 2. Experimental results of VGG on CIFAR10/100.
Strategy | Pooling | Attn. | CIFAR10 | CIFAR100 | ||
---|---|---|---|---|---|---|
Acc.1 (%) | Acc.2 (%) | Acc.1 (%) | Acc.2 (%) | |||
VGG_A | max pooling | N | 91.29 | 91.61 | 68.49 | 69.47 |
VGG_B | FMAPooling | N | 92.24 | 92.31 | 70.97 | 71.10 |
VGG_C | FMMPooling | N | 91.76 | 92.24 | 70.13 | 70.93 |
VGG_D | FMAPooling | FMAttn | 92.82 | 93.17 | 71.59 | 72.29 |
VGG_E | FMAPooling | CAM | 92.75 | 93.02 | 70.47 | 71.55 |
Notes:
Acc.1: training with 155 epochs once.
Acc.2: training with 155 epochs twice.
The best results are highlighted in bold font.