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. 2022 Nov 21;8:e1161. doi: 10.7717/peerj-cs.1161

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.