Table 3 Comparison to some baseline models on ImageNet-1 k, CIFAR-10 and CIFAR-100
Model | Parameters/M | Flops/B | Top-1 acc | ||
|---|---|---|---|---|---|
ImageNet (%) | cifar-10 (%) | cifar-100 (%) | |||
MobileNetV3small | 2.5 | 0.3 | 67.4 | 89.6 | 74.2 |
Shuffle NetV2 0.5X | 1.4 | 0.15 | 61.1 | 88.9 | 71.4 |
GhostNet 0.5X | 2.6 | 0.14 | 66.2 | 89.8 | 74.1 |
MobileNeXt 0.5X | 1.8 | 0.3 | 67.7 | 89.9 | 75.2 |
MobileVit-XXS | 1.3 | 0.7 | 69.0 | 90.2 | 76.3 |
CCNNet(Ours) | 1.4 | 0.36 | 70.1 | 90.8 | 77.6 |