Table 9 The results of different pre-trained models as well as Tavakoli et al.50 on the test-B dataset.

From: A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm

Method

Lymp

Neut

Acc (%)

P (%)

S (%)

F1 (%)

P (%)

S (%)

F1 (%)

ResNet1844

21

94

34

100

2

3

8

ResNet3444

24

94

38

100

27

43

32

ResNet5044

21

95

35

100

2

4

8

ResNext5045

24

90

38

100

3

5

9

MnasNet148

20

88

33

100

0

0

6

MobileNet-V247

72

50

59

100

0

0

4

DenseNet12146

43

64

51

100

8

15

12

ShuffleNet-V249

42

75

54

100

0

0

5

VGG1643

96

89

93

100

65

79

66

Tavakoli et al.50

94

54

69

100

92

96

90

Back to article page