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ResearchFormerly WizWand

Bot Detection on Cresci Shortcut 2015 (test)

96.7Accuracy/F1 ScoreShortcut_tr
57.767.82577.9588.075Nov 11, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Shortcut_trBackbone Model=BotRGCN, Feature Category=Topics2025.1196.7
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1195.6
Text-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1195.1
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1195.1
Model-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.1194.6
Text-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1193.8
Shortcut_trBackbone Model=BotRGCN, Feature Category=Emotions2025.1190.3
Model-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.1190
Model-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1189
Text-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1188.5
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.1187.7
Model-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1182.3
Shortcut_trBackbone Model=BotRGCN, Feature Category=Values2025.1181.5
Dataset-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1178.7
AMR+CIGABackbone Model=BotRGCN, Feature Category=Topics2025.1177.4
AMR+CIGABackbone Model=BotRGCN, Feature Category=Emotions2025.1177
Text-Level*Backbone Model=BotRGCN, Feature Category=Values2025.1176.9
Shortcut_trBackbone Model=BotRGCN, Feature Category=Sentiments2025.1174.9
AMR+CIGABackbone Model=BotRGCN, Feature Category=Sentiments2025.1167.8
AMR+CIGABackbone Model=BotRGCN, Feature Category=Values2025.1159.2