Table 4 Comparison of experimental data of CCNNet expanded models on 4 datasets
Model | Parameters/M | Flops/B | Top-1 accuracy | |||
|---|---|---|---|---|---|---|
ImageNet (%) | cifar-10 (%) | cifar-100 (%) | TCM-100 (%) | |||
CCNNet(1.0X) | 1.4 | 0.36 | 70.1 | 90.8 | 77.6 | 86.8 |
CCNNet(1.5X) | 2.1 | 0.46 | 73.2 | 91.9 | 79.4 | 87.3 |
CCNNet(2.0X) | 3.1 | 0.55 | 75.1 | 93.8 | 80.1 | 89.2 |
CCNNet(3.0X) | 5.4 | 0.74 | 76.3 | 94.7 | 81.6 | 92.5 |