Social Bot Detection on Cresci-15 (test)
0.992AUCHeterogeneous motifs (All)
Evaluation results
| Method | Links | |
|---|---|---|
| Heterogeneous motifs (All)Classifier=XGBoost2025.12 | 0.992 | |
| Heterogeneous motifs (AUC' upper > 0.7)Classifier=XGBoost2025.12 | 0.987 | |
| Homogeneous motifs (All)Classifier=XGBoost2025.12 | 0.972 | |
| BotRGCNClassifier=XGBoost2025.12 | 0.951 | |
| RGTClassifier=XGBoost2025.12 | 0.915 | |
| SybilSCARClassifier=XGBoost2025.12 | 0.892 | |
| DeeProBotClassifier=XGBoost2025.12 | 0.885 | |
| T5Classifier=XGBoost2025.12 | 0.855 | |
| FPClassifier=XGBoost2025.12 | 0.848 | |
| ARGClassifier=XGBoost2025.12 | 0.838 | |
| BotometerClassifier=XGBoost2025.12 | 0.823 | |
| IsingClassifier=XGBoost2025.12 | 0.553 | |
| SybilWalkClassifier=XGBoost2025.12 | 0.5 |