Table 5 Detection performance of breeding pigs and ear tags.

From: Motion blur aware multiscale adaptive cascade framework for ear tag dropout detection in reserve breeding pigs

Model

bbox mAP/%

segm mAP/%

Recall/%

Breeding pig

Ear Tag

Breeding pig

Ear Tag

Breeding pig

Ear Tag

Cascade Mask R-CNN

85.67

80.98

83.20

79.16

92.15

87.23

YOLACT

81.88

76.97

79.10

74.93

88.34

83.62

SOLOv2

83.94

78.73

81.96

76.99

90.90

86.38

DetectoRS

86.33

81.80

84.97

80.47

92.77

87.85

Mask Deformable DETR

85.34

80.58

83.20

78.56

91.42

86.50

Adapt-Cascade

93.42

88.06

91.75

87.98

99.26

95.21

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