Social Bot Detection on TwiBot-22 (test)
94.2AUCHeterogeneous motifs (All)
Evaluation results
| Method | Links | |
|---|---|---|
| Heterogeneous motifs (All)Classifier=XGBoost2025.12 | 94.2 | |
| Heterogeneous motifs (AUC' upper > 0.7)Classifier=XGBoost2025.12 | 92.9 | |
| Homogeneous motifs (All)Classifier=XGBoost2025.12 | 90.8 | |
| BotRGCNClassifier=XGBoost2025.12 | 89.6 | |
| DeeProBotClassifier=XGBoost2025.12 | 86.3 | |
| RGTClassifier=XGBoost2025.12 | 86.2 | |
| T5Classifier=XGBoost2025.12 | 85.7 | |
| ARGClassifier=XGBoost2025.12 | 81.3 | |
| BotometerClassifier=XGBoost2025.12 | 81 | |
| FPClassifier=XGBoost2025.12 | 79.2 | |
| SybilWalkClassifier=XGBoost2025.12 | 67.3 | |
| SybilSCARClassifier=XGBoost2025.12 | 63.9 | |
| IsingClassifier=XGBoost2025.12 | 62 |