方法

mAP/%

Cr/%

In/%

Pa/%

PS/%

RS/%

Sc/%

T/ms

YOLOX-S

94.23

86.78

96.74

96.17

99.68

88.98

97.34

13.79

+Focal_Loss

89.85

82.98

89.94

96.90

93.69

83.48

92.12

15.01

+EIOU_Loss

95.46

89.90

95.15

96.85

97.61

95.69

97.55

14.18

+CBAM

94.54

88.23

97.55

96.15

96.55

93.58

95.17

14.80

+Focal_Loss + EIOU_Loss

89.87

83.09

89.99

96.84

93.88

83.35

92.08

19.76

+CBAM + EIOU_Loss

96.14

94.12

97.71

96.48

96.77

94.40

97.35

14.24

+CBAM + GIOU_Loss

94.84

88.29

94.01

97.53

98.69

93.66

96.86

14.85