Table 11 Performance of trained model on different datasets.

From: Automated non-PPE detection on construction sites using YOLOv10 and transformer architectures for surveillance and body worn cameras with benchmark datasets

Dataset

Metric

AP50

AP50:95

IOU

\(\:{\text{A}\text{P}}_{\text{S}}\)

\(\:{\text{A}\text{P}}_{\text{M}}\)

\(\:{\text{A}\text{P}}_{\text{L}}\)

Our dataset

92.4

68.23

87.46

64.78

89.52

96.71

SHWD

87.28

60.38

82.26

57.39

85.05

94.4

SHCVP

88.23

60.63

82.66

56.95

85.46

92.77

SHD

85.9

62.59

83.91

59.05

84.61

93.66

HHWD

87.1

62.36

82.62

59.22

84.64

93.98

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