Social Bot Detection on MGTAB (test)
0.907AUCHeterogeneous motifs (All)
Evaluation results
| Method | Links | |
|---|---|---|
| Heterogeneous motifs (All)Classifier=XGBoost2025.12 | 0.907 | |
| Heterogeneous motifs (AUC' upper > 0.7)Classifier=XGBoost2025.12 | 0.904 | |
| DeeProBotClassifier=XGBoost2025.12 | 0.855 | |
| BotRGCNClassifier=XGBoost2025.12 | 0.851 | |
| Homogeneous motifs (All)Classifier=XGBoost2025.12 | 0.851 | |
| RGTClassifier=XGBoost2025.12 | 0.842 | |
| T5Classifier=XGBoost2025.12 | 0.835 | |
| FPClassifier=XGBoost2025.12 | 0.817 | |
| BotometerClassifier=XGBoost2025.12 | 0.81 | |
| ARGClassifier=XGBoost2025.12 | 0.807 | |
| IsingClassifier=XGBoost2025.12 | 0.539 | |
| SybilWalkClassifier=XGBoost2025.12 | 0.5 | |
| SybilSCARClassifier=XGBoost2025.12 | 0.492 |