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Table 3 Classification results with randomly initialized parameters of the CNN model

From: Development of revised ResNet-50 for diabetic retinopathy detection

Model/performance

Xception

AlexNet

VggNet-s

VggNet-16

ResNet-50

Revised ResNet-50

Test accuracy

78.60%

73.04%

73.66%

48.13%

75%

74%