方法

MVSA-Single

MVSA-Multiple

准确率

F1值

准确率

F1值

SentiBank

45.22

43.80

50.02

51.15

VggNet-19

67.76

60.7

64.06

61.89

SentiStrenth

49.86

48.45

50.57

49.84

LSTM-Attention

65.98

64.28

67.86

66.18

BILSTM-Attention

66.8

64.79

68.97

67.03

SentiBank + SentiStrenth

52.05

50.08

65.62

55.36

MLSA

68.84

69.89

68.12

69.07

ViLT

75.9

75.3

69.9

67.3

SoD-ViLT

78.63

77.82

72.01

70.07