Table 11.

BINARY DR GRADING ON THE APTOS BY OUR MODELS COMPARED WITH OTHER DL MODELS (UNIT: %).

Models	Acc	Pre	Rec	F1
AmVGG16 [15]	93.45	93.07	94.00	93.53
AmInceptionv3 [15]	94.46	98.90	90.00	94.24
Composite DNN [16]	97.82	98.00	98.00	98.00
EfficientNet [63]	98.70
SCL [64]	98.36	98.37	98.36	98.37
FA-Net	98.50	97.87	99.19	98.52
FA+KC-Net+R1	98.91	98.40	99.46	98.93
FA+KC-Net+R2	99.04	98.66	99.46	99.06