Table 6. Experimental results of ResNet on CIFAR10/100.
Strategy | Attn. | CIFAR10 | CIFAR100 | ||
---|---|---|---|---|---|
Acc.1 (%) | Acc.2 (%) | Acc.1 (%) | Acc.2 (%) | ||
ResNet_A | N | 93.58 | 94.08 | 71.28 | 72.28 |
ResNet_B | FMAttn | 93.85 | 94.36 | 71.88 | 72.85 |
ResNet_C | CAM | 93.53 | 94.30 | 71.87 | 72.2 |
Notes:
Acc.1: training with 155 epochs once.
Acc.2: training with 155 epochs twice.
The best results are highlighted in bold font.