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Table 4 Comparison between behavioral and linguistic approaches for the identification of IO drivers

From: Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls

Metric

Behavioral approaches

Linguistic approaches

Troll score-based

IRL-based [49]

Addawood et al. [45]

Im et al. [40]

Accuracy

79.5

75.6

93.4

91.5

AUC

80.1

81.8

98.3

96.9

Precision

83.4

76.9

92.0

90.8

Recall

81.4

73.4

90.0

88.1

F1-Score

81.6

74.8

90.9

89.2