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Table 3 Results on Klinikum test-set for follow-up experiments

From: Comparison of synthetic dataset generation methods for medical intervention rooms using medical clothing detection as an example

All

Experiment

mAP

mAP50

P

R

Klinikum(100)

81.95

98.57

88.88

98.85

SDR+MR+real(100)

83.35

98.14

88.41

98.59

Klinikum(15)

77.52

96.67

87.83

97.37

SDR+MR+real(15)

80.05

96.92

87.06

97.64

SDR+MR

72.00

92.27

83.81

94.07

  1. The bold values generally represent the best results from the respective columns
  2. For these experiments, we used the additional green-channel augmentation on all reported trainings