Table 3 Comparison of Parameters and FLOPs for Different Methods

From: Early detection of dementia through retinal imaging and trustworthy AI

 

Early fusion

Middle fusion

Late fusion

MCC

MUCO

GCN

GAT

UG-GAT

Eye-AD

Parameters (M)

11.87

34.22

35.61

94.37

60.18

65.53

65.43

35.97

66.32

FLOPs (GMac)

5.36

16.09

19.08

13.31

24.5

33.05

32.96

54.19

33.83