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Table 1 The results of PASCAL VOC 2007 test set

From: Adaptive cascade single-shot detector on wireless sensor networks

Method

mAP

Aero

Bike

Bird

Boat

Bottle

Bus

Car

Cat

Chair

Cow

Table

Dog

Horse

Mbike

Person

Plant

Sheep

Sofa

Train

TV

Faster R-CNN

73.2

76.2

79.0

70.9

65.5

52.1

83.1

84.7

86.4

52.0

81.9

65.7

84.8

84.6

77.5

76.7

38.8

73.6

73.9

83.0

72.6

YOLO V2

73.4

86.3

82.0

74.8

59.2

51.8

79.8

76.5

90.6

52.1

78.2

58.5

89.3

82.5

83.4

81.3

49.1

77.2

62.4

83.8

68.7

SSD300

74.3

75.5

80.2

72.3

66.3

47.6

83.0

84.2

86.1

54.7

78.3

73.9

84.5

85.3

82.6

76.2

48.6

73.9

76.0

83.4

74.0

SSD512

76.8

82.4

84.7

78.4

73.8

53.2

86.2

87.5

86.0

57.8

83.1

70.2

84.9

85.2

83.9

79.7

50.3

77.9

73.9

82.5

75.3

EAO300

74.9

75.7

80.1

74.3

66.6

53.6

82.0

83.6

85.7

58.6

78.2

75.9

83.7

83.3

82.7

77.2

49.9

73.9

75.3

82.6

74.6

EAO512

78.1

85.7

85.4

78.8

71.3

55.4

84.9

87.3

86.9

59.2

82.8

74.3

85.9

87.1

85.7

81.9

54.5

78.7

74.1

84.9

76.3