Table 2.

AUC Performance and the Average AUC of Experimented Models on Set 1 Data

Model Type	Model	Validation AUC	Testing AUC	Average of Validation and Testing AUC
Transfer learninga	VGG16	0.72	0.67	0.69
	ResNet50	0.55	0.60	0.58
Simplified networksb	ResNet	0.82	0.73	0.77
	ResNet with attention	0.82	0.77	0.80
	Optic-Net	0.75	0.76	0.75
	Joint-attention Optic-Net	0.73	0.81	0.77

^aTransfer learning with the full standard networks pretrained on ImageNet data.

^bSimplified version of standard networks training from scratch.