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ResearchFormerly WizWand

Bot Detection on Twibot-20 Standard (test)

70.4Accuracy / F1 ScoreModel-Level*
51.47256.38661.366.214Nov 11, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Model-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1170.4
Model-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1166.6
Model-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1165.3
Model-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1163.3
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1159.4
Text-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1159.4
Text-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1158.8
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1158.2
Text-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1157.3
Shortcut_trBackbone Model=BotRGCN, Feature Category=Values2025.1156.4
Text-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1156.2
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1155.8
Shortcut_trBackbone Model=BotRGCN, Feature Category=Topics2025.1154.8
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1154.4
Shortcut_trBackbone Model=BotRGCN, Feature Category=Emotions2025.1153.9
AMR+CIGABackbone Model=BotRGCN, Feature Category=Emotions2025.1153.8
AMR+CIGABackbone Model=BotRGCN, Feature Category=Values2025.1153.6
AMR+CIGABackbone Model=BotRGCN, Feature Category=Sentiments2025.1153.1
AMR+CIGABackbone Model=BotRGCN, Feature Category=Topics2025.1153
Shortcut_trBackbone Model=BotRGCN, Feature Category=Sentiments2025.1152.2