Social Bot Detection on TwiBot-20 (test)
91.4AUCHeterogeneous motifs (All)
Evaluation results
| Method | Links | |
|---|---|---|
| Heterogeneous motifs (All)Classifier=XGBoost2025.12 | 91.4 | |
| DeeProBotClassifier=XGBoost2025.12 | 86.7 | |
| BotRGCNClassifier=XGBoost2025.12 | 86.6 | |
| RGTClassifier=XGBoost2025.12 | 84.8 | |
| Heterogeneous motifs (AUC' upper > 0.7)Classifier=XGBoost2025.12 | 84.6 | |
| T5Classifier=XGBoost2025.12 | 84.1 | |
| BotometerClassifier=XGBoost2025.12 | 81 | |
| ARGClassifier=XGBoost2025.12 | 80.9 | |
| FPClassifier=XGBoost2025.12 | 79.7 | |
| Homogeneous motifs (All)Classifier=XGBoost2025.12 | 78.7 | |
| IsingClassifier=XGBoost2025.12 | 65.3 | |
| SybilWalkClassifier=XGBoost2025.12 | 55.8 | |
| SybilSCARClassifier=XGBoost2025.12 | 42 |