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Social Bot Detection on MGTAB (test)
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0.907
AUC
Heterogeneous motifs (All)
0.4754
0.58745
0.6995
0.81155
Dec 28, 2025
AUC
Updated 5mo ago
Evaluation Results
Method
Method
Links
AUC
Heterogeneous motifs (All)
Classifier=XGBoost
2025.12
0.907
Heterogeneous motifs (AUC' upper > 0.7)
Classifier=XGBoost
2025.12
0.904
DeeProBot
Classifier=XGBoost
2025.12
0.855
BotRGCN
Classifier=XGBoost
2025.12
0.851
Homogeneous motifs (All)
Classifier=XGBoost
2025.12
0.851
RGT
Classifier=XGBoost
2025.12
0.842
T5
Classifier=XGBoost
2025.12
0.835
FP
Classifier=XGBoost
2025.12
0.817
Botometer
Classifier=XGBoost
2025.12
0.81
ARG
Classifier=XGBoost
2025.12
0.807
Ising
Classifier=XGBoost
2025.12
0.539
SybilWalk
Classifier=XGBoost
2025.12
0.5
SybilSCAR
Classifier=XGBoost
2025.12
0.492
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