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Table 3 Quantitative evaluation for face detection and recognition on the CelebA dataset

From: A multi-task approach to face deblurring

Method

Detection (%)

Top 1 (%)

Top 3 (%)

Top 5 (%)

Clear images

100

71

84

89

Blurred images

77.4

29.1

43.4

51.3

Krishnan et al. [17]

80.0

33.8

48.9

56.6

Pan et al. [37]

78.9

42.0

55.7

62.2

Shan et al. [2]

76.0

32.4

46.9

54.0

Xu et al. [18]

82.5

41.1

55.4

62.1

Cho and Lee [6]

52.2

17.2

27.3

32.5

Zhong et al. [38]

69.5

27.6

41.6

48.5

Nah et al. [15]

86.0

40.1

55.3

62.4

Ours

92

55

69

75