Category

RetinaNet

SCR Det

F3Net

原YOLOX

本文修改后的网络

AP (%)

PL

88.67

89.98

88.89

90.30

90.44

BD

77.62

80.65

78.48

74.69

71.23

BR

41.81

52.09

54.62

58.10

66.91

GTF

58.17

68.36

74.43

67.06

69.04

SV

74.58

68.36

72.80

82.54

83.31

LV

71.64

60.32

77.52

87.30

87.28

SH

79.11

72.41

87.54

88.28

88.71

TC

90.29

90.85

90.87

90.29

90.59

BC

82.18

87.94

87.64

67.73

70.65

ST

74.32

86.86

85.63

86.59

88.27

SBF

54.75

65.02

63.80

60.12

69.54

RA

60.60

66.68

64.53

67.38

74.35

HA

62.57

66.25

78.06

58.50

67.41

SP

69.67

66.25

72.36

85.22

86.94

HC

60.64

68.24

63.19

80.74

81.40

mAP

69.77

72.68

76.02

76.32

79.07