Table 5 The comparison of accuracy between CCNNet2.0X and other models on ImageNet
Model | Parameter/M | MAdd/M | Top1-Acc (%) |
|---|---|---|---|
CCNNet2.0X(ours) | 3.1 | 546 M | 75.1 |
MobileNeXt(1.0x) | 3.4 | 300 M | 74.0 |
MobileNetV2 | 3.6 | 340 M | 72.3 |
ShuffleNetV2(1.5) | 3.4 | 292 M | 72.6 |
MobileNetV1 | 3.6 | 578 M | 70.9 |
MobileNetV3small-1.25x | 3.6 | 100 M | 70.6 |
PP-LCNet-1x | 3.0 | 161 M | 71.3 |