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Social Bot Detection on Cresci-15 (test)
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0.992
AUC
Heterogeneous motifs (All)
0.48032
0.61316
0.746
0.87884
Dec 28, 2025
AUC
Updated 5mo ago
Evaluation Results
Method
Method
Links
AUC
Heterogeneous motifs (All)
Classifier=XGBoost
2025.12
0.992
Heterogeneous motifs (AUC' upper > 0.7)
Classifier=XGBoost
2025.12
0.987
Homogeneous motifs (All)
Classifier=XGBoost
2025.12
0.972
BotRGCN
Classifier=XGBoost
2025.12
0.951
RGT
Classifier=XGBoost
2025.12
0.915
SybilSCAR
Classifier=XGBoost
2025.12
0.892
DeeProBot
Classifier=XGBoost
2025.12
0.885
T5
Classifier=XGBoost
2025.12
0.855
FP
Classifier=XGBoost
2025.12
0.848
ARG
Classifier=XGBoost
2025.12
0.838
Botometer
Classifier=XGBoost
2025.12
0.823
Ising
Classifier=XGBoost
2025.12
0.553
SybilWalk
Classifier=XGBoost
2025.12
0.5
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