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Table 2 Results on Klinikum test-set for baseline trainings

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 train

81.60

98.28

88.99

98.73

DRscans

46.06

75.51

76.89

77.83

DRcad

51.50

77.85

76.40

81.56

SDRscans

65.52

87.12

77.92

89.31

SDRcad

67.44

90.72

81.98

92.02

MR-DR*

60.94

82.29

79.54

84.04

  1. The bold values generally represent the best results from the respective columns
  2. *Additional green-channel augmentation used