Bot Detection on Twibot-20 Shortcut (test)
62.5Accuracy/F1 ScoreModel-Level*
Evaluation Results
| Method | Links | |
|---|---|---|
| Model-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.11 | 62.5 | |
| Model-Level*Backbone Model=BotRGCN, Feature Category=Values2025.11 | 57.8 | |
| Model-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.11 | 56.6 | |
| Model-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.11 | 51.2 | |
| Text-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.11 | 27.7 | |
| Dataset-Level*Backbone Model=BotRGCN, Feature Category=Sentiments2025.11 | 26.8 | |
| Text-Level*Backbone Model=BotRGCN, Feature Category=Values2025.11 | 25.6 | |
| Dataset-Level*Backbone Model=BotRGCN, Feature Category=Values2025.11 | 24.6 | |
| AMR+CIGABackbone Model=BotRGCN, Feature Category=Emotions2025.11 | 23.2 | |
| Dataset-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.11 | 23 | |
| AMR+CIGABackbone Model=BotRGCN, Feature Category=Values2025.11 | 22.5 | |
| Text-Level*Backbone Model=BotRGCN, Feature Category=Emotions2025.11 | 22.3 | |
| Shortcut_trBackbone Model=BotRGCN, Feature Category=Values2025.11 | 21.5 | |
| AMR+CIGABackbone Model=BotRGCN, Feature Category=Topics2025.11 | 18.9 | |
| Shortcut_trBackbone Model=BotRGCN, Feature Category=Topics2025.11 | 18.7 | |
| Text-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.11 | 16.3 | |
| Shortcut_trBackbone Model=BotRGCN, Feature Category=Emotions2025.11 | 12.6 | |
| AMR+CIGABackbone Model=BotRGCN, Feature Category=Sentiments2025.11 | 11.2 | |
| Dataset-Level*Backbone Model=BotRGCN, Feature Category=Topics2025.11 | 10.6 | |
| Shortcut_trBackbone Model=BotRGCN, Feature Category=Sentiments2025.11 | 6 |