Model

Datasets

With Mask AP

Poor Mask AP

Poor Mask AP

mAP

Time (hour)

ResNet50

LMFD

79.57%

96.39%

77.54%

84.50%

1.5769

RHF

LMFD

92.60%

97.32%

81.71%

90.50%

1.3743

ResNet50

MFD

95.57%

99.00%

85.48%

93.30%

23.5589

RHF

MFD

95.73%

99.10%

85.62%

93.45%

13.9982