A New Image Classification Approach via Improved MobileNet Models with Local Receptive Field Expansion in Shallow Layers

Table 4

Classification accuracy rates (%) on AwA (21) dataset.

Number of iterations	30000	35000	40000	45000	50000
SqueezeNet	72.65	72.10	73.30	73.40	73.85
MobileNets	91.60	91.60	91.60	91.55	91.60
Dense1-MobileNet	90.65	90.60	90.60	90.60	90.65
Dense2-MobileNet	92.10	92.05	92.10	92.05	92.05
Dilated1-MobileNet	92.45	92.45	92.50	92.35	92.40
Dilated2-MobileNet	92.00	92.05	92.05	92.00	92.00
Dilated3-MobileNet	92.85	92.75	92.80	92.70	92.80