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ResearchFormerly WizWand

Bot Detection on Twibot-20 Shortcut (test)

62.5Accuracy/F1 ScoreModel-Level*
3.7418.99534.2549.505Nov 11, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Model-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1162.5
Model-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1157.8
Model-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1156.6
Model-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1151.2
Text-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1127.7
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1126.8
Text-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1125.6
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1124.6
AMR+CIGABackbone Model=BotRGCN, Feature Category=Emotions2025.1123.2
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1123
AMR+CIGABackbone Model=BotRGCN, Feature Category=Values2025.1122.5
Text-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1122.3
Shortcut_trBackbone Model=BotRGCN, Feature Category=Values2025.1121.5
AMR+CIGABackbone Model=BotRGCN, Feature Category=Topics2025.1118.9
Shortcut_trBackbone Model=BotRGCN, Feature Category=Topics2025.1118.7
Text-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1116.3
Shortcut_trBackbone Model=BotRGCN, Feature Category=Emotions2025.1112.6
AMR+CIGABackbone Model=BotRGCN, Feature Category=Sentiments2025.1111.2
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1110.6
Shortcut_trBackbone Model=BotRGCN, Feature Category=Sentiments2025.116