model optimization | average accuracy/% | training time/min |
ResNet | 97.0625 | 24.1 |
Independent downsampling | 97.5938 | 24.6 |
inverted residual | 98.5938 | 54.8 |
DW large convolutional kernel | 98.5625 | 25.1 |
LN | 98.8438 | 25.3 |
SE | 99.6875 | 26 |
GELU | 99.7188 | 25.9 |