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Table 6 The comparison of the state-of-the-art systems on the BioASQ test set

From: Multi-probe attention neural network for COVID-19 semantic indexing

System

EBP(%)

EBR(%)

EBF(%)

MaP(%)

MaR(%)

MaF(%)

MiP(%)

MiR(%)

MiF(%)

deepmesh_dmiip_fdu

72.51

68.69

68.87

70.10

59.34

58.69

72.02

66.86

69.32

NLM System 3

71.28

67.87

67.74

69.22

54.67

54.53

71.01

65.94

68.37

attention_dmiip_fdu

68.40

65.65

65.40

65.53

55.84

55.06

67.95

63.87

65.84

MTI First Line Index

69.39

63.58

64.50

65.43

57.33

55.38

68.21

61.52

64.69

Default MTI

64.54

67.28

64.02

61.17

60.55

56.54

63.76

65.11

64.42

NLM CNN

68.03

62.11

62.86

63.02

45.81

46.10

67.30

60.75

63.85

pi_dna_3

65.73

62.45

62.14

55.50

50.37

48.45

65.01

60.75

62.80

bert_dna

61.31

55.15

56.02

48.86

38.52

37.05

60.57

53.90

57.03

iria-1

41.70

55.25

46.36

38.92

39.16

35.14

42.11

53.89

47.28

MPANN

72.13

59.73

63.70

68.13

52.62

53.20

72.02

58.56

64.59